United States v. Nicodemo Scarfo ( 2022 )


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  •                                        PRECEDENTIAL
    UNITED STATES COURT OF APPEALS
    FOR THE THIRD CIRCUIT
    _____________
    Nos. 15-2811, 15-2826, 15-2844, 15-2925, 19-1398
    _____________
    UNITED STATES OF AMERICA
    v.
    NICODEMO S. SCARFO, SALVATORE PELULLO,
    WILLIAM MAXWELL, and JOHN MAXWELL,
    Appellants
    _______________
    On Appeal from the United States District Court
    for the District of New Jersey
    (D.C. Nos. 1-11-cr-0740-001 thru 004)
    District Judge: Honorable Robert B. Kugler
    _______________
    Argued
    July 6, 2021
    Before: AMBRO, JORDAN, and BIBAS, Circuit Judges
    (Opinion Filed: July 15, 2022)
    _______________
    Michael E. Riley [ARGUED]
    Law Offices of Riley and Riley
    2 Eves Drive – Suite 109
    Marlton, NJ 08053
    Counsel for Nicodemo S. Scarfo
    Troy A. Archie [ARGUED]
    Afonso Archie & Foley
    21 Route 130 South
    Cinnaminson, NJ 08077
    Counsel for Salvatore Pelullo
    Michael N. Huff [ARGUED]
    1333 Race Street
    Philadelphia, PA 19107
    Counsel for William Maxwell
    Mark W. Catanzaro
    21 Grant Street
    Mount Holly, NJ 08060
    Counsel for John Maxwell
    Rachel A. Honig
    Sabrina G. Comizzoli
    Mark E. Coyne
    Bruce P. Keller [ARGUED]
    Office of United States Attorney
    970 Broad Street – Room 700
    Newark, NJ 07102
    2
    Norman Gross [ARGUED]
    Office of United States Attorney
    401 Market Street
    Camden, NJ 08101
    Counsel for Appellee
    _______________
    OPINION OF THE COURT
    _______________
    3
    TABLE OF CONTENTS
    I.     Overview ..................................................................... 7
    II.    Background ................................................................. 8
    A.      The Organized Crime Origins ........................... 8
    B.      The FirstPlus Takeover ................................... 10
    C.      The FirstPlus Fraud ......................................... 14
    D.      The Investigation and Takedown .................... 19
    E.      The Damage .................................................... 20
    F.      Indictment and Pretrial Proceedings ............... 21
    G.      Trial ................................................................. 23
    H.      Post-Trial Proceedings and Sentencing........... 26
    I.      Appeals ............................................................ 26
    III.   Investigation Issues .................................................... 27
    A.      Collection of Pelullo’s Cell Site Location
    Information ..................................................... 28
    B.      Filter Teams ................................................... 37
    1.         Background .......................................... 38
    2.         Challenges to Filter Team Procedures . 41
    3.         Challenges to Ex Parte Proceedings .... 44
    4.         Crime-Fraud Exception ........................ 47
    IV.    Pretrial Issues ............................................................. 48
    A.      Speedy Trial Act Claim .................................. 49
    B.      Admission of La Cosa Nostra Evidence and
    Denial of the Maxwells’ Motion for Severance
    ......................................................................... 54
    1.         Admission of LCN Evidence ............... 55
    2.         Denial of the Maxwells’ Severance
    Motion .................................................. 62
    V.     Trial Issues ................................................................. 65
    A.      Scarfo’s Joint Trial with Former Counsel
    Donald Manno ................................................. 65
    1.         Background .......................................... 67
    4
    2.     Sixth Amendment ................................ 68
    3.     Due Process .......................................... 72
    B.    Pelullo’s Sixth Amendment Ineffective
    Assistance of Counsel Claim ......................... 74
    1.     Background .......................................... 74
    2.     Ineffective Assistance of Counsel Claim
    .............................................................. 78
    C.    Convictions for RICO Conspiracy Under 
    18 U.S.C. § 1962
    (d) ............................................. 84
    1.     Constructive Amendment of Indictment
    .............................................................. 85
    2.     Jury Instructions and Sufficiency of the
    Evidence .............................................. 89
    D.    Firearm Conspiracy Conviction Following
    Rehaif ............................................................. 90
    E.    Sufficiency of Evidence to Support William
    Maxwell’s Convictions .................................. 95
    1.     Conviction for Conspiracy to Unlawfully
    Transfer or Possess a Firearm .............. 95
    2.     Convictions for Wire Fraud and
    Conspiracy to Commit Wire Fraud ...... 98
    F.    Juror Issues ................................................... 101
    1.     Background ........................................ 101
    2.     Disclosure of the District Court’s First
    Conversation with Juror #8 ................ 110
    3.     Purported Coercion of the Jury by the
    District Court...................................... 113
    4.     Purported Coercion of the Substituted
    Juror by Other Jurors.......................... 117
    5.     District Court’s Response to Report of
    Juror Misconduct................................ 122
    VI.   Sentencing Issues ..................................................... 124
    A.    Pelullo’s Sentencing Challenges .................. 125
    5
    1.Guidelines Sentencing Range
    Calculation ......................................... 126
    2.      Loss Amount Enhancement ............... 129
    3.      Victim Number Enhancement............ 133
    4.      Substantive Reasonableness............... 136
    B.    Joint and Several Forfeiture Liability Following
    Honeycutt ..................................................... 136
    1.      Background ........................................ 136
    2.      Honeycutt and Its Progeny ................. 139
    3.      Post-Honeycutt: John Maxwell .......... 141
    4.      Post-Honeycutt: Pelullo...................... 142
    C.    Delay in Forfeiture of Pelullo’s Property ..... 144
    1.      Background ........................................ 144
    2.      CAFRA .............................................. 148
    3.      Due Process ........................................ 150
    VII. Brady Issues ............................................................. 155
    A.    Denial of Scarfo’s Request to File a Motion for
    a New Trial Pursuant to Rule 33(b) ............. 156
    B.    Pelullo’s Motion for Remand Based on Giglio
    Evidence ....................................................... 161
    VIII. Conclusion ............................................................... 169
    6
    JORDAN, Circuit Judge.
    I.     OVERVIEW
    Everybody calls me a racketeer. I call myself a businessman.
    – Alphonse Gabriel Capone
    The four appellants before us – Nicodemo Scarfo,
    Salvatore Pelullo, William Maxwell, and his brother John
    Maxwell – were convicted for their roles in the unlawful
    takeover and looting of FirstPlus Financial Group, a publicly
    traded mortgage loan company. Their scheme commenced
    with the Defendants’1 and their co-conspirators’ extortion of
    FirstPlus’s board of directors and its chairman to gain control
    of the company. Once they forced the old leadership out, the
    Defendants proceeded to drain the company of its value by
    causing it to enter into expensive consulting and legal-services
    agreements with themselves, causing it to acquire (at vastly
    inflated prices) shell companies they personally owned, and
    using bogus trusts to funnel FirstPlus’s assets into their own
    accounts.      The Defendants and their crew ultimately
    bankrupted FirstPlus, leaving its shareholders with worthless
    stock.
    Each Defendant was convicted of more than twenty
    counts of criminal behavior and given a substantial prison
    1
    We use the capitalized term “Defendants” to refer to
    the four individuals who were convicted and are now
    appealing, and “defendants” with a lower case “d” to refer to
    everyone who was indicted and part of the proceedings before
    the District Court.
    7
    sentence. Now, in this consolidated appeal, their combined
    efforts challenge almost every aspect of their prosecutions,
    including the investigation, the charges and evidence against
    them, the pretrial process, the government’s compliance with
    its disclosure obligations, the trial, the forfeiture proceedings,
    and their sentences. Although they raise a multitude of issues,
    only one entitles any of them to relief: the government has
    conceded that the District Court’s assessment of John
    Maxwell’s forfeiture obligations was improper under a
    Supreme Court decision handed down during the pendency of
    this appeal. Having jurisdiction pursuant to 
    28 U.S.C. § 1291
    and 
    18 U.S.C. § 3742
    (a), we will affirm all the convictions and
    sentences, except for the forfeiture portion of John Maxwell’s
    sentence. We will remand that for the District Court to reassess
    what share of the forfeiture sum he should pay.
    II.    BACKGROUND2
    A.     The Organized Crime Origins
    This case has its roots in organized crime, and, like other
    mob cases, it gets its start with family – both biological and
    made. Nicodemo Domenico “Little Nicky” Scarfo Sr. was the
    “boss” of the Philadelphia branch, or “family,” of La Cosa
    2
    The following factual background is based on the
    evidence adduced at trial and is cast in the light most favorable
    to the prosecution. See United States v. Pungitore, 
    910 F.2d 1084
    , 1097 (3d Cir. 1990) (“We are bound, after a jury has
    delivered a guilty verdict, to interpret the evidence in a light
    most favorable to the government.”).
    8
    Nostra (“LCN”) for most of the 1980s.3 See United States v.
    Pungitore, 
    910 F.2d 1084
    , 1098 (3d Cir. 1990). He oversaw
    nearly a decade of murders, gambling, and extortion for the
    benefit of LCN. 
    Id. at 1097-1102
    ; see also United States v.
    Scarfo, 
    850 F.2d 1015
    , 1016 (3d Cir. 1988).
    By the time the Defendants here began their FirstPlus
    scheme, however, he was out of the game, serving a lengthy
    federal prison sentence. Pungitore, 
    910 F.2d at 1152
    . His son,
    Nicodemo Salvatore “Nicky” Scarfo (the “Scarfo” in this
    opinion), wanted to fill the power vacuum, but his attempted
    takeover of the Philadelphia LCN family did not go according
    to plan. On Halloween in 1989, as he was having dinner at a
    restaurant, masked assailants ambushed him, shooting him
    several times but, no doubt to their chagrin, not killing him.
    When he recovered, Scarfo sought the help of the
    Lucchese LCN family, which operated in northern New Jersey.
    He had an “in” with the Luccheses: their boss was incarcerated
    in the same prison as his father. According to the government’s
    expert on the structure and operations of LCN, eventually the
    3
    “La Cosa Nostra” is “an Italian phrase which literally
    translates as ‘our thing’ or ‘this thing of ours.’” Pungitore, 
    910 F.2d at
    1097 n.3. According to an FBI agent who testified at
    trial, the word “mafia” – despite its ubiquity in discussions of
    mobsters – refers to Italian organized crime based in Italy,
    while LCN is based in the United States. (JAC at 8282.) LCN
    is headed by a commission of “bosses,” who in turn direct the
    illegal activities of regional organized crime “families.”
    Pungitore, 
    910 F.2d at 1097
    . A family is “a highly structured
    criminal enterprise with a well defined chain-of-command”
    comprising multiple layers of operatives. 
    Id. at 1098
    .
    9
    Lucchese family integrated Scarfo into their organization as a
    “made member” – someone who has been “fully inducted” and
    has “taken an oath of loyalty to the family.” (JAC at 8280-81.)
    Being a made member meant that he had to generate money for
    the Lucchese family and share with it the profits of any
    criminal activities he pursued.
    Scarfo’s longtime friend Salvatore Pelullo, although not
    a blood relative, had a close relationship not only with Scarfo
    but with Scarfo’s father too. The older Scarfo treated Pelullo
    as his nephew. Pelullo became an “associate” of the Luccheses
    – a criminal colleague who hadn’t been “formally initiated into
    [the family’s] ranks.” Pungitore, 
    910 F.2d. at 1098
    . The
    government’s expert testified that an associate like Pelullo had
    to “share … the profits of any of [his] criminal activity” with
    the family, and he had to answer to a made member, such as
    Scarfo, who would “supervis[e] and direct[]” his actions. (JAC
    at 8286-87 (trial testimony of government LCN expert).)
    Before the events at issue in this case, Scarfo and
    Pelullo had each earned criminal convictions. Scarfo was
    convicted in 1990 of assaulting a woman in a hospital elevator,
    and then in 1993 for racketeering conduct. In 2002, he was
    convicted of running an illegal gambling business. Pelullo,
    meanwhile, was convicted of bank fraud and making false
    statements to the SEC in 1999. Three years later, he pled guilty
    to wire fraud.
    B.     The FirstPlus Takeover
    In 2007, Scarfo and Pelullo stumbled on “the golden
    vein of deals” – an opportunity that seemed so lucrative, they
    thought they could ride it into retirement. (JAC at 1781-82.)
    10
    That opportunity was FirstPlus, a Texas-based mortgage
    company whose main operating subsidiary had recently exited
    bankruptcy after falling on hard times. Following that
    restructuring, FirstPlus began receiving periodic, multi-
    million-dollar “waterfall” payments from its bankruptcy trust.4
    At that point, it was essentially a dormant parent company
    receiving the waterfall payments but doing no business.
    After the payments started coming in, a former FirstPlus
    employee, Jack Roubinek, had the idea to locate investors and
    gain control of FirstPlus. In early 2007, he contacted his
    attorney, William Maxwell, and asked him to research the
    possibility of investing in FirstPlus. At around the same time,
    Pelullo learned about FirstPlus from his business acquaintance
    David Roberts, a mortgage broker from Staten Island. A group
    including Pelullo, Roberts, Scarfo, Roubinek, and Gary
    McCarthy (Pelullo’s attorney and an eventual codefendant)
    4
    As part of the subsidiary’s bankruptcy, a creditor’s
    trust was set up to pay the subsidiary’s creditors, one of which
    was FirstPlus, which held an unsecured claim against its
    subsidiary.    Income generated by the subsidiary from
    outstanding mortgages and investments flowed to the trust,
    which paid it out to creditors in order of priority, creating a
    “waterfall” of payments. Several years later, a grantor’s trust
    was established as a result of litigation with shareholders. That
    second trust was interposed between the creditor’s trust and the
    creditors: a portion of the money coming into the creditor’s
    trust was routed to the grantor’s trust, and from there it was
    disbursed to FirstPlus, other creditors of the subsidiary, and
    FirstPlus shareholders.
    11
    gathered in Philadelphia to discuss a potential takeover of
    FirstPlus.
    At first, according to Roberts, their thinking was “to try
    to raise money to buy [FirstPlus’s] stock[.]” (JAC at 1791.)
    That plan, however, fell through: the group realized that none
    of them had the money needed to buy the stock. Luckily for
    them, however, FirstPlus had recently fired Jack Draper, a
    high-ranking employee. Draper had griped about his firing to
    Roubinek – the two having become acquainted while
    employed at FirstPlus – and to William Maxwell.5 Those three
    were joined by Roberts and Pelullo for a meeting in Dallas,
    where Draper, bearing a grudge, told the group he was willing
    to “divulge all” and accuse the FirstPlus board and CEO Daniel
    Phillips of financial improprieties. (JAC at 1813-16 (trial
    testimony of Roberts).)
    That “completely changed the direction of the plan.”
    (JAC at 1815.) Seeing an opportunity, Pelullo, who was
    emerging as the leader of the takeover group, worked with
    William Maxwell to send letters to Phillips and other board
    members. The letters were purportedly written by Draper and
    threatened that he would go to “the FBI, the IRS[,] the U.S.
    Attorney’s [O]ffice[,] [FirstPlus’s] Bankruptcy’s attorney and
    the SEC” with claims of financial misconduct including
    bribery, money laundering, and Sarbanes-Oxley violations. 6
    5
    William Maxwell’s brother, John, is another of the
    Defendants here. We thus refer to each Maxwell brother using
    either his full name or just his first name.
    6
    The Sarbanes-Oxley Act of 2002 was enacted “[t]o
    12
    (JAC at 1822.) They also threatened to tell Phillips’s wife –
    who was then divorcing him – that Phillips had raped an
    assistant and used the company’s moneys to pay off the victim
    when she got pregnant. According to Phillips, all those claims
    were false, but he was nonetheless concerned that their
    dissemination would cause grave damage to his and the
    company’s reputations.
    The letters had their intended effect. Phillips met with
    William Maxwell and Pelullo, who indicated the allegations
    would be dropped if Phillips and the FirstPlus board handed
    the business over to them. Evidently, it was an offer he
    couldn’t refuse.
    Phillips swiftly persuaded the entire board to give up
    their positions rather than try to engage in what would be a
    messy and expensive fight with Pelullo’s group. Pelullo then
    selected a new board of directors for FirstPlus: William
    Handley (a friend of Pelullo’s who took over as Chief Financial
    Officer), John Maxwell (William Maxwell’s brother and the
    titular Chief Executive Officer), Roberts (who became
    secretary of the company), Harold Garber (Scarfo’s father’s
    attorney, who became the new board chairman), and Robert
    O’Neal (one of William’s clients, who later succeeded Garber
    safeguard investors in public companies and restore trust in the
    financial markets[,]” Lawson v. FMR LLC, 
    571 U.S. 429
    , 432
    (2014), by mandating that public companies take particular
    steps to assure the integrity of their audits and financial reports.
    13
    as chairman). 7 The necessary corporate formalities were
    followed and, on June 7, just four days after sending the
    threatening letters, Pelullo and his cronies had total control of
    the company.
    C.     The FirstPlus Fraud
    With FirstPlus in their power, the new officers and
    directors went to work – making the company work for them.
    Pelullo, along with William Maxwell, controlled the show.
    They even obtained stamps of the directors’ signatures so they
    could run the looting scheme without interference.
    The board entered into a “legal services agreement”
    with William, who became FirstPlus’s “special counsel.”
    (JAC at 5315-16; JAD at 1653, 1673-75.) The contract
    formally granted him significant power within the organization.
    It purported to give him “[a]ll legal authority for any matter
    involving” FirstPlus; the power to select and retain legal
    counsel, accountants, and, “in [his] sole discretion,” “any and
    all consulting firms”; and the right to “spend funds, incur legal
    expenses, and to expend fees in excess of [his] retainer and to
    seek reimbursement[.]” (JAD at 1673-75.) He could also
    “restrict disclosure of information … to any person[,]”
    including the members of the board. (JAD at 1674-75.) For
    his supposed labors, William made $100,000 a month, plus
    expenses of up to $30,000.
    7
    William Handley and John Maxwell became
    codefendants in this case.
    14
    With that authority, William hired Pelullo as a
    consultant to FirstPlus, a role that shielded him from public
    scrutiny. In practice, though, Pelullo was the “de facto
    president” of the company, according to FirstPlus’s public
    auditor, Anthony Buczek. (JAC at 7069.) John Maxwell was
    named as CEO, but he largely functioned under Pelullo’s
    control.
    Using his controlling position at FirstPlus, and with
    William’s help, Pelullo set up several channels through which
    money flowed out of FirstPlus’s accounts and into his and
    Scarfo’s coffers. For one, Pelullo set up a bogus trust that
    ostensibly had his children as its beneficiaries. In practice,
    however, according to codefendant Cory Leshner, the trust was
    “created for the purposes of owning” Seven Hills Management,
    LLC, a company with Pelullo’s brother-in-law, Alexander
    Lyubarskiy, listed as its head.8 (JAC at 3661.) Lyubarskiy’s
    supposed management of Seven Hills was strictly for show;
    “[e]verything he did was at the direction of Mr. Pelullo.” (JAC
    at 3665.)
    William Maxwell, on FirstPlus’s behalf, retained Seven
    Hills to provide FirstPlus with “consulting services.” (JAD at
    675.) The agreement entrusted Seven Hills (and, through it,
    Pelullo) with “a litany of duties” that Leshner summarized as
    “helping run the entire operation” of FirstPlus. (JAC at 3755.)
    Seven Hills was compensated $100,000 each month, plus
    $15,000 in expenses.
    8
    Leshner served as Pelullo’s personal assistant and a
    vice president of Seven Hills.
    15
    Scarfo, meanwhile, profited from FirstPlus as well.
    Like Pelullo, he set up a trust that was nominally intended to
    “benefit[] [his] daughter” but in actuality served as a vehicle
    for his own gain. (JAC at 3673, 4026 (trial testimony of
    Leshner).) That trust, in turn, owned Learned Associates of
    North America, LLC (“LANA”); both entities were run “[o]n
    paper” by Scarfo’s cousin and codefendant John Parisi. (JAC
    at 3675.) That was a ruse to keep Scarfo’s name off the books;
    “[i]n reality,” it was Scarfo, not Parisi, who controlled the trust
    and LANA. (JAC at 3673-75.) LANA enabled Scarfo to get
    in on the take through a secondary consulting agreement
    between LANA and Seven Hills. The agreement obliged
    LANA to perform for FirstPlus “exactly the same” tasks that
    Seven Hills was already being paid to do, according to an FBI
    investigator. (JAC at 579.) In practice, LANA performed no
    work, but the deal entitled LANA (and, through it, Scarfo) to a
    roughly one-third cut of what Seven Hills was getting from
    FirstPlus. As the government puts it, those payments were
    “effectively ‘tribute’” to Scarfo. (Answering Br. at 18.)
    Those arrangements were all facilitated by William
    Maxwell, to whose attorney trust account the consulting fees
    and expenses were wired. William generally passed those on
    to Seven Hills, which in turn sent $33,000 a month, plus so-
    called expenses, to LANA. Pelullo was “completely involved
    with” and oversaw the flow of money from FirstPlus to
    Maxwell and on to the consulting firms. (JAC at 3933 (trial
    testimony of Leshner).)
    Pelullo and Scarfo also profited from FirstPlus by
    having it acquire three shell companies they owned. First up
    was Rutgers Investment Group, LLC, an unsuccessful
    mortgage loan provider majority owned by LANA and Seven
    16
    Hills. Rutgers’s single source of revenue was receivables it
    supposedly got from Shore Escapes, a defunct vacation sales
    company also owned by Seven Hills and LANA. It was make-
    believe money, but on June 7, the new team’s first day in office,
    Pelullo got approval for the acquisition from the FirstPlus
    board, and the following month FirstPlus bought Rutgers for
    approximately $1.8 million and 500,000 FirstPlus shares.
    Two more acquisitions of companies owned by Seven
    Hills and LANA followed soon after. FirstPlus bought
    Globalnet Enterprises, LLC, a financially struggling cleaning
    company, for around $4.5 million and more than one million
    shares of FirstPlus stock. It then paid $725,000 – including
    $100,000 directly to each of Seven Hills and LANA – to buy
    The Premier Group, LLC, a company that Pelullo set up in May
    2007 to hold the assets of a company at least nominally in the
    business of representing the interests of insurance
    policyholders.
    Pelullo made sure that FirstPlus bought his and Scarfo’s
    companies on preposterously favorable terms. To conduct
    valuations of the target businesses, he brought in Kenneth Stein,
    the head of a business brokerage firm. Stein told Pelullo that
    he (Stein) was unqualified to perform the valuations, but
    Pelullo said to “[j]ust go get it done[.]” (JAC at 4743-44.)
    Though Stein believed that the companies’ financials were
    “horrific” and “atrocious” (JAC at 4841), Pelullo pressured
    him into preparing nominally “independent” valuation reports
    that overvalued the businesses. William Maxwell covered up
    Pelullo’s involvement by listing his own name on the
    engagement letters and handling Stein’s payments.
    17
    Also helping grease the skids were two of Pelullo’s
    attorneys – David Adler and Gary McCarthy. Although
    FirstPlus’s public filings said that the acquisitions were
    “completed on an arms-length basis” (JAD at 2337), that was
    not even remotely true. Pelullo had his lawyers on both sides
    of the negotiating table, with Adler representing FirstPlus and
    McCarthy representing the shell companies.
    In the meantime, Scarfo, Pelullo, and William Maxwell
    began to take advantage of their ill-gotten gains. Scarfo bought
    a house and expensive jewelry for his wife; Pelullo purchased
    a Bentley automobile; Scarfo and Pelullo together bought a
    yacht; and William and Pelullo had FirstPlus acquire a plane
    for their personal use. The scheme was working as planned.
    Still, the fact that FirstPlus was a public company, with
    disclosure requirements under federal securities laws, added
    complications to the looting. To get around those requirements,
    Pelullo hired Anthony Buczek as FirstPlus’s auditor, based on
    a referral by Howard Drossner, who later became a
    codefendant. Pelullo pressured Buczek into hiding or
    obscuring material information about the company – such as
    the Rutgers and Globalnet acquisitions, the consulting
    agreements, and Pelullo’s prior federal fraud convictions 9 –
    even though FirstPlus was required to disclose that information
    in its SEC filings.
    9
    Pelullo knew that his prior felony convictions posed a
    problem: he told Leshner that he “didn’t want to be on the
    [FirstPlus] board of directors because of his previous
    convictions.” (JAC at 3650-51.)
    18
    D.     The Investigation and Takedown
    The party had to come to an end, and eventually the
    actions of the FirstPlus thieves caught up with them. While
    investigating a tip that Scarfo was again trying to gain control
    of the Philadelphia LCN, the Federal Bureau of Investigation
    became aware of the mob ties and suspicious circumstances
    surrounding the resignation and replacement of FirstPlus’s
    former board. As FBI agents dug deeper, they came to believe
    – rightly – that Pelullo and Scarfo were behind the FirstPlus
    takeover and would systematically steal from it. They obtained
    court permission to track the defendants’ locations through
    their cellphones and wiretap their calls over the course of
    several months. Among the calls that agents picked up were
    communications between Pelullo and his lawyers (Maxwell,
    McCarthy, and Donald Manno). To weed out any discussions
    protected by Pelullo’s attorney-client privilege, the
    government asked the District Court to review in camera the
    records of wiretaps assembled by a special “filter team” before
    they were transmitted to prosecutors 10 – all, of course,
    unbeknownst to Pelullo.
    The conspirators eventually came to suspect that they
    were under investigation. For example, while on a long drive
    from Dallas to deliver a gun to Scarfo’s house in New Jersey,
    10
    The filter team, which comprised both prosecutors
    and investigators, reviewed the contents of the intercepted calls
    between Pelullo and his lawyers to protect the attorney-client
    privilege. See infra Section III.B.1. The filter team sought
    court permission to transmit non-privileged communications to
    the prosecution team. 
    Id.
    19
    John Maxwell suspected that the government had agents
    following him in a car and in a helicopter.
    The government’s investigation escalated on May 8,
    2008. That day, the FBI executed search warrants at thirteen
    locations across the country, including FirstPlus’s offices in
    Texas and the defendants’ homes, offices, and law firms in
    Pennsylvania and New Jersey. They also seized the plane, the
    Bentley, and the yacht, along with guns they found on board
    the yacht and more guns and ammunition found at Scarfo’s and
    Pelullo’s homes and Pelullo’s office. It took another three
    years for the government to obtain an indictment from a grand
    jury, but that day did arrive. In unpacking the evidence and
    building their case, prosecutors set up additional filter teams to
    review the evidence recovered from McCarthy’s and Manno’s
    law offices and to set aside anything that was privileged before
    turning the rest over to the team handling the prosecution of
    the defendants.
    E.     The Damage
    When Scarfo, Pelullo, and their co-conspirators took
    over the company in early June 2007, FirstPlus had almost $10
    million in its accounts, and it received a $4.4 million waterfall
    payment later that year. By the following May, when the FBI
    seized the accounts, there was less than $2,000 left. Between
    the fraudulent consulting and legal-services agreements
    channeled through bogus trusts and the acquisitions of virtually
    worthless companies, the conspirators had bled FirstPlus dry.
    It soon fell into bankruptcy, leaving its more than 1,200 public
    stockholders with the company’s husk.
    20
    F.     Indictment and Pretrial Proceedings
    In October 2011, a federal grand jury in New Jersey
    handed down a twenty-five-count indictment against thirteen
    defendants, based on the FirstPlus scheme.              All four
    Defendants before us – Scarfo, Pelullo, and the Maxwell
    brothers – were charged with conspiring to participate in the
    affairs of an enterprise through a pattern of racketeering
    activity, in violation of the Racketeer Influenced and Corrupt
    Organizations Act (“RICO”), 
    18 U.S.C. § 1962
    (d); conspiracy
    to commit securities fraud, in violation of 
    18 U.S.C. § 371
    ;
    conspiracy to commit wire fraud, in violation of 
    18 U.S.C. § 1349
    ; sixteen substantive counts of wire fraud, in violation
    of 
    18 U.S.C. § 1343
    ; conspiracy to commit money laundering,
    in violation of 
    18 U.S.C. § 1956
    (h); conspiracy to commit bank
    fraud, in violation of 
    18 U.S.C. § 1349
    ; conspiracy to make
    false statements in connection with a loan application, in
    violation of 
    18 U.S.C. §§ 371
     and 1014; and conspiracy to
    transfer a firearm to prohibited persons, or to possess a firearm
    by a convicted felon, in violation of 
    18 U.S.C. §§ 371
     and 922.
    In the RICO conspiracy count, prosecutors charged all four
    Defendants with engaging in a pattern of racketeering activity
    comprising various predicate acts: mail fraud, wire fraud, bank
    fraud, obstruction of justice, extortion under the federal Hobbs
    Act, interstate travel in aid of racketeering, money laundering,
    and fraud in the sale of securities.
    In addition, Scarfo, Pelullo, and William Maxwell were
    charged with conspiracy to obstruct justice, in violation of 
    18 U.S.C. § 1512
    (k). Scarfo, alone, was also charged with being
    a felon in possession of a firearm, in violation of 
    18 U.S.C. § 922
    (g)(1). And finally, the indictment sought criminal
    forfeiture of assets acquired from the proceeds of the
    21
    defendants’ criminal misdeeds, including the vehicles, jewelry,
    and other assets that had been seized pursuant to the search
    warrants in 2008.
    The other nine defendants, who were less involved in
    the scheme, were charged with various combinations of those
    counts, though none faced as many charges as did the four
    primary Defendants. Five of the lesser players – Leshner,
    Parisi, Drossner, Lisa Murray-Scarfo, 11 and Todd Stark 12 –
    took plea deals before the case went to trial. Due to William
    Handley’s poor health, the charges against him were severed
    and eventually dismissed. That left three other defendants –
    McCarthy, Adler, and Manno, all of whom were lawyers –
    alongside the main four heading to trial.
    Extensive motions practice, discovery, and pretrial
    proceedings ensued, lasting more than two years. Given the
    breadth of evidence and the amount of time it was going to take
    all parties to get ready for trial, the District Court designated
    the matter a “complex case” and so tolled the deadlines of the
    Speedy Trial Act.
    The parties also engaged in comprehensive briefing and
    argument on numerous issues, some of which are relevant here.
    11
    Lisa Murray-Scarfo is Scarfo’s wife, who, along with
    the four primary Defendants, was indicted for conspiracy to
    commit bank fraud and conspiracy to make false statements in
    connection with a loan application.
    12
    Stark worked for Seven Hills as Pelullo’s driver and
    was indicted for conspiring to get Pelullo a firearm.
    22
    Multiple defendants, including both Maxwells, sought to sever
    their trials, particularly from Scarfo’s and Pelullo’s. The
    District Court denied those motions. In early 2013, Pelullo
    unsuccessfully tried to have the charges against him dismissed
    on the basis of the Speedy Trial Act, complaining that the
    government and the Court were taking too long to bring the
    case to trial. Later that year, Pelullo asked the Court to order
    that the yacht and the Bentley, among other assets, be returned
    to him, which the Court refused to do.
    G.      Trial
    Trial for the seven remaining defendants kicked off on
    January 8, 2014. Because the case involved organized crime,
    the District Court empaneled an anonymous jury. All
    defendants were represented by counsel, except for Manno,
    who proceeded pro se. To simplify the proceedings, the
    District Court allowed any motion by one defendant to count
    as having been made on behalf of all the defendants.
    Still, conducting a joint trial for seven defendants facing
    twenty-five counts in a complex case proved challenging, and
    trial stretched through eighty-four days in court over the course
    of six months. Several participants in the conspiracy, including
    Roberts, O’Neal, and Leshner, turned on their associates and
    testified for the prosecution. The defendants did not testify but
    instead relied on cross-examination, character witnesses, and
    expert testimony to present the case for the defense.
    Scarfo’s, Pelullo’s, and William Maxwell’s defenses
    hinged on the proposition that they had simply been engaged
    in standard, run-of-the-mill business practices. John Maxwell,
    for his part, claimed he had been in the dark as to the others’
    23
    malfeasance. The three attorney defendants – McCarthy,
    Adler, and Manno – blamed their clients and said they had been
    unaware of the criminal conduct.
    The government sought to rebut those narratives, telling
    jurors:      “Is this how legitimate businessmen conduct
    themselves? The answer to that is overwhelmingly no.
    Legitimate businessmen don’t lie, they don’t cheat, they don’t
    steal.” (JAC at 12687; accord JAC at 12504.) The government
    also pointed to the mob connections behind the entire
    operation, explaining to the jury how organized crime works
    and connecting LCN, and Scarfo’s and Pelullo’s roles within
    it, to the FirstPlus scheme. The District Court repeatedly made
    clear to the jurors, however, that they could consider that
    evidence only as it may show that Scarfo and Pelullo (and not
    any of the other defendants) were linked to organized crime,
    and only for the purpose of determining their motives and the
    modus operandi of the scheme.
    In mid-June 2014, the jury began to deliberate. The
    Court delivered extensive instructions after hearing objections
    from the parties. The verdict form asked the jury to reach a
    unanimous finding of guilty or not guilty beyond a reasonable
    doubt on each of the charges, as well as to make specific
    findings as to whether the government had proven each of the
    RICO predicate acts as to each of the defendants.
    Given the length of the trial, perhaps it was inevitable
    that some juror issues would arise. Even before deliberations
    started, the Court excused a juror who expressed fears that her
    and her family’s identities would be revealed to the defendants.
    An alternate was seated in her stead. And after the jury had
    been deliberating for a week, another juror was excused
    24
    because she had prepaid vacation plans. Rather than
    proceeding with an eleven-member jury, the parties agreed to
    have the Court substitute an alternate juror and instruct the
    jurors to start their deliberations anew.
    The Court also fielded a complaint from a juror, who
    said that other members of the jury were being intransigent in
    discussions, and another complaint from an alternate, who told
    the Court that he had witnessed jurors discussing the case
    outside of the jury room, in violation of the Court’s
    instructions. In each case, the Court inquired into the concerns,
    informed the parties, and gave them an opportunity to suggest
    how to proceed. Both times, the Court ultimately chose to
    allow the jurors to continue their deliberations.
    The jury reached its verdict on July 3. It convicted
    Scarfo, Pelullo, and the Maxwell brothers on virtually all
    charges – though the Maxwells were acquitted of the bank
    fraud and false statements conspiracies13 – and found that the
    government had proven each of the charged racketeering
    predicate acts that the Court had sent to the jury (which, for
    some of the defendants, was fewer than the eight predicates
    listed in the indictment). McCarthy, Adler, and Manno,
    however, were acquitted. The District Court then held separate
    forfeiture proceedings, at the end of which the jury found that
    the proceeds from the fraudulent scheme, including the specific
    property the government had sought – the airplane, yacht,
    13
    While the jury verdict form did not list either John or
    William as defendants under those counts, they were indicted
    for those offenses and are listed on the District Court docket as
    “acquitted” of those charges.
    25
    Bentley, and jewelry, along with FirstPlus stock certificates,
    the contents of bank accounts, and several thousand dollars in
    cash – were all forfeit.
    H.     Post-Trial Proceedings and Sentencing
    A blizzard of post-trial motions followed, including
    several attempts to secure new trials, all of which were rejected.
    Eventually, the District Court told the Defendants to stop filing
    motions, and it moved on to the sentencing phase.
    It sentenced both Scarfo and Pelullo to 360 months’
    imprisonment, William Maxwell to 240 months, and John to
    120 months. As relevant here, the Court calculated the
    sentencing ranges after finding that the Defendants had caused
    a loss of more than $14 million – the value FirstPlus lost over
    the course of the scheme – and had harmed more than 1,000
    victims – reflecting the number of shareholders whose
    investments had been rendered worthless.
    The District Court also ordered the Defendants to pay
    more than $14 million in restitution and held them jointly and
    severally liable for a $12 million forfeiture order for the
    proceeds of their criminal activities. The forfeiture ruling also
    transferred to the United States title to all the items the
    Defendants had purchased with ill-gotten payments the jury
    found were forfeitable.
    I.     Appeals
    The Defendants each timely appealed, and we
    26
    consolidated their appeals. 14 In August 2017, however, we
    granted Pelullo’s request to remand his case for the District
    Court to address his motion for a new trial based on his claim
    that one of his attorneys labored under an undisclosed conflict
    of interest. Following briefing and an evidentiary hearing, the
    District Court denied Pelullo’s motion in February 2019. He
    appealed that ruling, and we consolidated that appeal with the
    others.
    Before us, the parties completed a supplemental round
    of briefing on Pelullo’s claim regarding a federal investigation
    and indictment of O’Neal for separate and unrelated
    wrongdoing. They also submitted letters and briefing
    addressing the effect of certain Supreme Court decisions that
    issued while these appeals were pending.
    The Defendants’ appeals raise some two dozen issues,
    depending on how you count them, across five phases of the
    prosecution: (1) the government’s investigation, (2) pretrial
    proceedings, (3) trial, (4) sentencing, and (5) post-trial issues
    concerning the government’s compliance with its disclosure
    obligations.
    III.   INVESTIGATION ISSUES
    Pelullo makes two claims of error arising out of the
    government’s investigation. First, he says that the government
    14
    All record citations, except where otherwise
    indicated, are to the combined District Court docket in No. 1-
    11-cr-0740. All citations to the docket in this appeal are to the
    docket in No. 15-2826.
    27
    violated his Fourth Amendment rights by tracking cell site
    location information from his cellphones without obtaining a
    warrant. Second, he criticizes the government’s procedures for
    processing communications intercepted from wiretapped
    phones and for reviewing potentially privileged documents
    seized from his attorneys’ offices. Neither claim entitles him
    to relief.
    A.     Collection of Pelullo’s Cell Site Location
    Information15
    The Stored Communications Act (“SCA”) allows
    government investigators to collect suspects’ cell site location
    information (“CSLI”).16 
    18 U.S.C. § 2703
    (c). Investigators
    can obtain a court order to that end by submitting “specific and
    articulable facts showing that there are reasonable grounds to
    believe that the [data] are relevant and material to an ongoing
    criminal investigation.” 
    Id.
     § 2703(d). In 2007 and 2008,
    prosecutors in this case repeatedly sought authorization to gain
    15
    We review a “denial of a motion to suppress for clear
    error as to the underlying factual findings and exercise plenary
    review over its application of the law to those facts.” United
    States v. Burnett, 
    773 F.3d 122
    , 130 (3d Cir. 2014).
    16
    “CSLI is a type of metadata that is generated every
    time a user’s cell phone connects to the nearest antenna. The
    user’s cell phone service provider retains a time-stamped
    record identifying the particular antenna to which the phone
    connected.” United States v. Goldstein, 
    914 F.3d 200
    , 202 (3d
    Cir. 2019). “Because most people constantly carry and
    frequently use their cell phones, CSLI can provide a detailed
    log of an individual’s movements over a period of time.” 
    Id.
    28
    access to CSLI for Pelullo’s and Scarfo’s phones. 17 The
    District Court approved the requests, authorizing the collection
    from Pelullo’s cellphone provider of nine months of historical
    cell site data, going as far back as September 2006, and eleven
    months of prospective data, through May 2008.18
    As trial approached, Pelullo moved to suppress that
    evidence based on the duration of the tracking and the
    government’s failure to show probable cause for obtaining the
    information. The District Court denied the motion, holding (in
    reliance on our precedent at the time) that probable cause was
    not required to obtain the CSLI and that, even if it was, the
    17
    The investigators also obtained authorization to use
    two other surveillance methods: pen registers to record
    outgoing phone numbers dialed on the phones, 
    18 U.S.C. § 3127
    (3), and trap-and-trace devices to record incoming phone
    numbers, 
    id.
     § 3127(4).
    18
    “Prospective” CSLI means data collected after the
    government obtains court permission to acquire it, while
    “historical” CSLI describes data already in existence at the
    time of the court order. In re Application of U.S. for an Order
    Authorizing Installation & Use of a Pen Register & a Caller
    Identification Sys., 
    402 F. Supp. 2d 597
    , 599 (D. Md. 2005).
    The District Court similarly approved the collection of
    prospective and historical CSLI from Scarfo’s phone, and
    Scarfo moved alongside Pelullo in the District Court to
    suppress that data. But he does not, on appeal, challenge the
    Court’s denial of his suppression motion, so we are only
    concerned with Pelullo’s attack on the government’s gathering
    of CSLI from his phones.
    29
    evidence was nonetheless admissible by virtue of the good-
    faith exception.
    Pelullo characterizes the government’s applications as
    “the most egregious and intrusive surveillance request ever
    filed by a United States Attorney.” (SP Opening Br. at 184.)
    He argues that the District Court erred in refusing to suppress
    the CSLI evidence obtained during the tracking. 19 His
    19
    Invoking Federal Rule of Appellate Procedure 28(i),
    each Defendant purports to adopt all arguments of his “co-
    appellants which are applicable to himself.” (SP Opening Br.
    at 223; NS Opening Br. at 183; WM Opening Br. at 36; JM
    Opening Br. at 49.) Each Defendant then identifies specific
    arguments advanced by codefendants that he intends to adopt.
    We will recognize their specific adoptions but not the “blanket
    request[s]” to adopt, which “fail[] to specify which of the many
    issues of [their] codefendants [they] believe[] worthy of our
    consideration.” United States v. Fattah, 
    914 F.3d 112
    , 146 n.9
    (3d Cir. 2019) (citing Fed. R. App. P. 28(a)(5)). “[W]e will
    [not] scour the record and make that determination for [them].”
    Id.; accord Kost v. Kozakiewicz, 
    1 F.3d 176
    , 182 (3d Cir.
    1993). Each Defendant has thus abandoned and forfeited any
    argument raised by his codefendants that he did not specifically
    adopt.
    As already noted, Scarfo did not adopt Pelullo’s CSLI
    argument. Supra note 18. Both Maxwells, however, did
    specifically adopt the argument. Their problem is they lack
    standing to pursue that Fourth Amendment claim, as no CSLI
    pertaining to them was collected by the government. See
    United States v. Cortez-Dutrieville, 
    743 F.3d 881
    , 883 (3d Cir.
    2014) (defendant seeking “to invoke the Fourth Amendment’s
    30
    reasoning centers on Carpenter v. United States, in which the
    Supreme Court held that the collection of historical CSLI is a
    “search” under the Fourth Amendment and that the SCA’s
    “reasonable grounds” standard for obtaining a court order
    “falls well short” of the probable cause standard the Fourth
    Amendment imposes. 
    138 S. Ct. 2206
    , 2219-21 (2018).
    Nobody disputes that, under Carpenter, acquiring a
    defendant’s CSLI without a warrant is an unconstitutional
    search. United States v. Goldstein, 
    914 F.3d 200
    , 203 (3d Cir.
    2019). The question is whether Pelullo was entitled to a
    remedy for that violation of his Fourth Amendment rights –
    specifically, to have the illegally obtained CSLI suppressed at
    trial.
    The exclusionary rule is a “judicially created remedy”
    by which evidence is suppressed in order to “deter future
    Fourth Amendment violations.” Davis v. United States, 
    564 U.S. 229
    , 236-38 (2011). We do not reflexively apply it
    whenever an unconstitutional search takes place. Goldstein,
    914 F.3d at 203. Instead, it is reserved for those cases where
    its expected deterrent effect justifies its use. Id. at 203-04.
    One set of circumstances in which suppression is not
    justified is when the government has an “objectively
    reasonable good faith belief in the legality of [its] conduct” at
    the time of the search. Id. at 204 (alteration in original). That
    good-faith exception to the exclusionary rule is satisfied when
    exclusionary rule” must have standing, which is the case when
    he has a “legitimate expectation of privacy in the invaded
    place” (citation omitted)).
    31
    the search in question was undertaken in “reli[ance] on a
    properly-obtained valid judicial order, a then-valid statute, and
    then-binding appellate authority[.]” Id. Here, prosecutors
    obtained CSLI pursuant to a court order following the SCA’s
    procedures, and, in 2007 and 2008, no binding precedent
    required them to do more. On the contrary, that was standard
    procedure at the time. See id.; United States v. Curtis, 
    901 F.3d 846
    , 849 (7th Cir. 2018); United States v. Joyner, 
    899 F.3d 1199
    , 1205 (11th Cir. 2018). Because we do not expect the
    government to have anticipated the “new rule” announced a
    decade later in Carpenter, its reliance on the SCA was
    reasonable, and so the good-faith exception applies to its
    acquisition of CSLI data without a warrant. Goldstein, 914
    F.3d at 201, 204-05.
    Pelullo argues against that conclusion, saying that the
    government lacked a good- faith basis for seeking prospective
    CSLI – particularly over a lengthy time period – without a
    warrant. He seeks to cabin Carpenter and Goldstein as
    announcing a “new rule” only as to historical CSLI. 20
    Tracking his movements in real time, Pelullo says, involved an
    “even greater intrusion into [his] privacy, for a far longer
    period of time[,]” and so the government should have known
    that it needed a warrant even prior to Carpenter. (SP Opening
    Br. at 189.)
    Yet Pelullo cites no pre-Carpenter authority from
    appellate courts that would have put the government on notice
    that seeking prospective CSLI required doing more than
    20
    For the distinction between prospective and historical
    CSLI, see supra note 18.
    32
    satisfying the SCA’s requirements.21 He cannot even show a
    consensus among district courts: at the time the orders at issue
    here were signed, courts had reached differing conclusions on
    whether officers seeking CSLI needed to show probable cause
    and get a warrant, and they were still grappling with the Fourth
    Amendment’s application to both historical and prospective
    CSLI. See, e.g., In re Applications of U.S. for Orders Pursuant
    to Title 18, U.S. Code Section 2703(d), 
    509 F. Supp. 2d 76
    , 78-
    79, 78 n.4 (D. Mass. 2007) (noting a “disagreement among
    courts” and collecting cases that granted applications under the
    SCA standard and those that instead required a showing of
    probable cause). 22 Neither we nor the Supreme Court had
    addressed the issue. We did weigh in a few years after the
    searches here took place, in In re Application of the U.S. for an
    Order Directing a Provider of Electronic Communication
    21
    After argument, Pelullo brought to our attention
    Leaders of a Beautiful Struggle v. Baltimore Police
    Department, 
    2 F.4th 330
     (4th Cir. 2021) (en banc), in which
    the Fourth Circuit extended Carpenter to new aerial
    surveillance technology and enjoined the City of Baltimore’s
    use of it. Setting aside that the case does not deal with CSLI,
    it does not affect our analysis of the state of the law before the
    Supreme Court held in Carpenter that collecting historical
    CSLI constituted a search.
    22
    Some of those cases held that prospective CSLI was
    not authorized by the SCA. But even if the data collection here
    violated the SCA, “suppression is not a remedy for a violation
    of the [SCA]” and is only appropriate if “cell site location data
    was obtained … in violation of the Fourth Amendment.”
    United States v. Guerrero, 
    768 F.3d 351
    , 358 (5th Cir. 2014).
    33
    Service to Disclose Records to the Government, 
    620 F.3d 304
    ,
    312-13 (3d Cir. 2010), but that was only to decide that, for
    Fourth Amendment purposes, acquiring historical CSLI was
    not a search, a holding later abrogated by Carpenter. In sum,
    then, the officers lacked clear guidance from any caselaw,
    much less binding precedent, that would have put them on
    notice that obtaining prospective CSLI would require
    compliance with the Fourth Amendment.
    Undeterred, Pelullo highlights language in In re
    Application noting that CSLI could “be used to allow the
    inference of present, or even future, location” and thus
    resembles a tracking device. 
    Id.
     He also points out that the
    D.C. Circuit held, prior to Carpenter, that GPS tracking
    requires a warrant. United States v. Maynard, 
    615 F.3d 544
    ,
    563-64 (D.C. Cir. 2010). Based on those and other decisions,
    he says that, even before Carpenter, the heightened threat to
    privacy posed by prospective CSLI should have been evident
    to the officers.
    Setting aside that the GPS data considered by the D.C.
    Circuit reveals a person’s movements more precisely than does
    CSLI, which logs the suspect’s general area, “only binding
    appellate precedent” “at the time of the search” is relevant to
    the good-faith exception. Goldstein, 914 F.3d at 205. While
    conducting this investigation, prosecutors dealt with an
    unsettled area of law but relied in good faith on what was
    available to them – the plain text of the SCA and the court
    order they obtained in compliance with that Act. Given those
    circumstances, excluding the CSLI would not have “serve[d]
    any deterrent purpose[,]” id. at 204, and the District Court did
    not err in refusing to suppress the evidence.
    34
    Pelullo nonetheless insists that, even under the law as it
    then existed, the CSLI should have been suppressed because
    the government, in its applications for the court orders,
    misrepresented the technological capabilities of the equipment
    used to collect information from Pelullo’s phone and falsely
    claimed that the phone had a connection to New Jersey.23 He
    cites the principle that evidence must be suppressed “if the
    magistrate or judge in issuing a warrant was misled by
    information in an affidavit that the affiant knew was false or
    would have known was false except for his reckless disregard
    of the truth.” United States v. Leon, 
    468 U.S. 897
    , 923 (1984).
    His claim that the government made misrepresentations
    in those applications fails, however, because he did not first
    raise it before the District Court. Federal Rule of Criminal
    Procedure 12 requires that a request to suppress evidence “be
    raised by pretrial motion[.]” Fed. R. Crim. P. 12(b)(3)(C). As
    a result, a suppression argument raised for the first time on
    appeal is forfeited, and we do not consider it even under Rule
    52(b)’s plain-error standard. United States v. Rose, 
    538 F.3d 175
    , 182-84 (3d Cir. 2008). Pelullo offers no explanation for
    why he did not object in the District Court to the alleged
    23
    Specifically, Pelullo argues that the government
    misrepresented both that it lacked the capability to collect
    outgoing phone numbers dialed on his cellphones using a pen
    register without also collecting dialed “content” information,
    such as bank account numbers and Social Security numbers,
    and that it was unable to obtain precise “pin-point” location
    information for his phones using CSLI and could only ascertain
    the larger “sector” in which the phones were located. (SP
    Opening Br. at 195-98.)
    35
    misrepresentations, so there is no “good cause” to excuse his
    failure to do so. 24 
    Id. at 184-85
    .
    Even if Pelullo had not forfeited that suppression
    argument, his challenge to the evidence would prove fruitless.
    The government only introduced a small quantity of CSLI at
    trial. And what it did rely on merely served to corroborate
    other evidence of Pelullo’s whereabouts. For example,
    multiple witnesses testified that Pelullo was in Dallas during
    the takeover of FirstPlus, and, as a further example, visitor logs
    and security footage showed that Pelullo repeatedly visited
    Scarfo’s father in prison in Atlanta. Any alleged error in the
    admission of the CSLI was “rendered harmless” “in light of all
    of the other evidence” at trial.25 United States v. Perez, 
    280 F.3d 318
    , 338 (3d Cir. 2002).
    24
    It is true that Pelullo joined Scarfo’s challenge
    regarding the duration of the tracking and the lack of probable
    cause. But neither defendant raised the misrepresentation issue
    noted here, and accordingly it is forfeited. See United States v.
    Joseph, 
    730 F.3d 336
    , 342 (3d Cir. 2013) (holding that a
    suppression argument in the district court must match the
    argument in the court of appeals to be preserved).
    25
    Pelullo also argues that improprieties in the collection
    of the CSLI led to his conviction because they served as one of
    the bases for the government’s requests to conduct wiretaps.
    That, too, is not a basis for relief, since Pelullo makes no effort
    to show that the wiretap applications would have been devoid
    of probable cause without the CSLI. See Franks v. Delaware,
    
    438 U.S. 154
    , 155-56 (1978) (holding that, when a defendant
    establishes the falsity of a statement in an affidavit used to
    36
    B.     Filter Teams26
    Because federal agents intercepted and seized materials
    covered by attorney-client privilege, the government
    established filter teams to keep that information out of
    procure a warrant and when “the affidavit’s remaining content
    is insufficient to establish probable cause, the search warrant
    must be voided and the fruits of the search excluded”).
    26
    We exercise de novo review over specific legal issues
    underlying the claim of attorney-client privilege and review
    factual determinations for clear error. In re Impounded, 
    241 F.3d 308
    , 312 (3d Cir. 2001). We review for abuse of
    discretion a district court’s judgment that the crime-fraud
    exception applies. 
    Id. at 318
    . We review pre-indictment
    procedures used by the District Court for abuse of discretion.
    See In re Grand Jury Subpoena, 
    223 F.3d 213
    , 219 (3d Cir.
    2000) (finding no abuse of discretion in district court “denying
    Appellant and/or his attorney access to this information to
    protect grand jury secrecy”).
    Preserved Fifth Amendment claims are typically
    reviewed for harmless error, United States v. Toliver, 
    330 F.3d 607
    , 613 (3d Cir. 2003), while infringements on the Sixth
    Amendment right to counsel are generally structural errors that
    require automatic reversal, United States v. Gonzalez-Lopez,
    
    548 U.S. 140
    , 150 (2006). With regard to Pelullo’s challenges
    to ex parte proceedings, however, we need not grapple with the
    varying standards of review because those claims fail under
    any standard, as he identifies no error. We analyze his
    separation-of-powers claim under the harmless-error standard,
    as discussed in greater detail herein.
    37
    prosecutors’ hands.        Pelullo challenges the procedures
    employed by the filter teams and the District Court’s attorney-
    client privilege rulings as deprivations of his Fifth Amendment
    right to due process and his Sixth Amendment right to counsel,
    and as violative of the separation of powers.27 As a remedy for
    those alleged errors, he claims he is entitled to a new trial. His
    arguments fail.
    1.     Background
    In August 2007, approximately four years before
    Pelullo was indicted, the District Court entered an order
    permitting the government to intercept his cellphone
    communications, having found probable cause that he and
    others were committing criminal offenses and using
    communications with counsel to further those offenses. While
    wiretapping Pelullo’s phone, federal agents intercepted calls
    between Pelullo and his attorneys.
    Knowing that some of those communications could be
    privileged, the government deployed a “Wiretap Filter Team”
    between federal investigators and the prosecution team, to
    examine the communications and sort them into three
    categories before turning them over to the prosecutors: (1)
    communications protected by the attorney-client privilege; (2)
    communications that would be privileged but for the crime-
    fraud exception, which excludes from the scope of the
    27
    John and William Maxwell say they adopt Pelullo’s
    arguments on these issues. That adoption, however, is
    ineffective, because Pelullo’s briefing focuses specifically on
    alleged intrusions into his own attorney-client privilege, an
    issue that has no relevance to the Maxwells.
    38
    attorney-client privilege any communications made “in
    furtherance of a future crime or fraud”; and (3) unprivileged
    communications. United States v. Zolin, 
    491 U.S. 554
    , 563
    (1989). Once the Wiretap Filter Team sorted the information,
    it sought court approval to share with the prosecution team
    unprivileged communications and communications falling
    under the crime-fraud exception.
    The Wiretap Filter Team was headed by Assistant U.S.
    Attorney (“AUSA”) Melissa Jampol. She and her team
    reviewed wire and text communications between Pelullo and
    his attorneys, including, among others, David Adler, Gary
    McCarthy, and Donald Manno. Federal agent Kevin Moyer,
    who engaged as well in the surveillance of Scarfo and others
    for a brief period, was also assigned to the Wiretap Filter Team.
    In connection with his surveillance responsibilities, Moyer
    interacted with members of the prosecution team.
    During the duration of the wiretap, which was from
    August 2007 through January 2008, Jampol submitted five
    sealed ex parte motions to the District Court seeking to disclose
    communications to the prosecution team. The District Court
    granted each of those motions, authorizing disclosure of
    selected intercepted communications to the prosecution team.
    The Wiretap Filter Team’s memoranda of law, including
    supporting affidavits and related papers, remained under seal
    until after Pelullo’s indictment was unsealed. Following the
    indictment’s unsealing, all the intercepted communications,
    including those not yet disclosed to the prosecution team, were
    provided to Pelullo’s counsel, giving him an opportunity to
    challenge any of the communications as privileged, prior to
    their potential use at trial. Pelullo’s counsel moved to exclude
    the intercepted communications en masse, without identifying
    39
    any particular communication claimed to be privileged. The
    District Court denied that motion.
    Roughly nine months after the entry of the order, law
    enforcement officials executed search warrants at the offices
    of both Manno’s solo law practice and McCarthy’s law firm.
    Two more filter teams were established to review and sort out
    privileged materials seized from those offices: the “Manno
    Filter Team” and the “McCarthy Filter Team.”
    AUSA Matthew Smith and federal agent Michael
    O’Brien formed the Manno Filter Team. O’Brien performed
    an initial review of materials seized from Manno’s law office,
    trying to make sure those items fell within the scope of the
    search warrant, and Smith then made the privilege
    determinations. Manno v. Christie, 
    2008 WL 4058016
    , at *5
    (D.N.J. Aug. 22, 2008). If Smith determined that items were
    not privileged, he turned them over to the prosecution team,
    without going through the District Court first. 
    Id.
     In contrast,
    if he thought that certain items might be privileged, he then
    determined whether an exception to the privilege, such as the
    crime-fraud exception, applied. 
    Id.
     When such an exception
    did apply, Smith would “‘meet and confer’ with Manno or any
    … individual who may have a claim of privilege in an attempt
    to work out a resolution.” 
    Id.
     Then, if that was unsuccessful
    in resolving any concerns, Smith applied to the District Court
    for a privilege determination before disclosing anything to the
    prosecution team. 
    Id.
    The McCarthy Filter Team, led by Department of
    Justice attorney Cynthia Torg, followed similar procedures. It
    cataloged the materials seized from McCarthy’s law office and
    substantively evaluated them. Because the materials included
    40
    multiple parties and transactions, the team worked with
    McCarthy’s counsel to identify items covered by the attorney-
    client privilege and the names of any of McCarthy’s clients
    who may have held the corresponding privilege as to those
    items. Any items identified as “potentially privileged” were
    segregated, and in February 2013, nearly one and a half years
    after Pelullo’s indictment, his counsel in this case was provided
    copies of those items to confirm if either Pelullo or Seven Hills
    claimed that privilege. The McCarthy Filter Team then sought
    to work with Pelullo’s counsel to resolve privilege disputes and
    reduce the volume of contested documents that the District
    Court needed to review.
    2.     Challenges to Filter Team Procedures
    Pelullo first challenges the propriety of the procedures
    employed by the Wiretap Filter Team and Manno Filter Team,
    saying they violated his Fifth and Sixth Amendment rights. He
    asserts it was improper for Agent Moyer to be on both the
    Wiretap Filter Team and an investigative team that had regular
    contact with the prosecution. He claims that error necessarily
    led to privileged information making its way from the Wiretap
    Filter Team to the prosecution. Additionally, Pelullo contends
    the Manno Filter Team’s attorney-client privilege
    determinations were improperly made by Agent O’Brien, a
    non-attorney.
    While rare, governmental intrusion into an attorney-
    client relationship has occasionally risen to the level of
    “outrageous government conduct” violative of the Fifth
    41
    Amendment’s Due Process Clause.28 United States v. Voigt,
    
    89 F.3d 1050
    , 1066 (3d Cir. 1996). We have exercised
    “scrupulous restraint” before declaring government action so
    “outrageous” as to “shock[] … the universal sense of justice[.]”
    
    Id. at 1065
     (citation omitted). We thus require defendants to
    show the government knew of and deliberately intruded into
    the attorney-client relationship, resulting in “actual and
    substantial prejudice.” 
    Id. at 1066-67
    . But nowhere does
    Pelullo claim the government’s conduct “amount[ed] to an
    abuse of official power that ‘shocks the conscience’” or
    otherwise explain how his due process rights were violated.
    Fagan v. City of Vineland, 
    22 F.3d 1296
    , 1303 (3d Cir. 1994)
    (citing Collins v. City of Harker Heights, 
    503 U.S. 115
    , 126
    (1992)). He directs us to “no document, no telephone call,
    nothing that was turned over to the prosecution team that in any
    way has been used against [him] improperly[.]” (JAB at 2225.)
    Although Agent Moyer’s presence on both a surveillance team
    28
    Common-law attorney-client privilege, which Pelullo
    asserts, has been described as overlapping with the Fifth
    Amendment protection against self-incrimination. See Fisher
    v. United States, 
    425 U.S. 391
    , 405 (1976) (noting the overlap
    between the right against self-incrimination and the attorney
    client privilege); In re Foster, 
    188 F.3d 1259
    , 1271 (10th Cir.
    1999) (“Under Fisher, [the attorney-client] privilege
    effectively incorporates a client’s Fifth Amendment right; it
    prevents the court from forcing [the attorney] to produce
    documents given it by [the client] in seeking legal advice if the
    Amendment would bar the court from forcing [the client]
    himself to produce those documents.”). Pelullo, however, only
    argues a Fifth Amendment due process violation, and he does
    not invoke his right against self-incrimination.
    42
    and a filter team may have run afoul of Department of Justice
    procedures, 29 that alone is not enough to establish a
    constitutional violation.
    With respect to the Manno Filter Team, Pelullo is not
    quite accurate when he says that Agent O’Brien, a non-
    attorney, performed the initial privilege determinations.
    O’Brien did screen the materials in the first instance to decide
    what fell within the scope of the warrant. Manno, 
    2008 WL 4058016
    , at *5. The initial privilege review, however, was
    performed by AUSA Smith. 
    Id.
     And even if that were not the
    case, Pelullo does not present an argument that O’Brien being
    an initial screener would “shock the conscience.”
    Finally, in a conclusory fashion, Pelullo also asserts that
    the errors he alleges are also all in violation of the Sixth
    Amendment. But the Sixth Amendment does not attach before
    the indictment. See McNeil v. Wisconsin, 
    501 U.S. 171
    , 175
    (1991); United States v. Kennedy, 
    225 F.3d 1187
    , 1194 (10th
    Cir. 2000) (“Government intrusions into pre-indictment
    attorney-client relationships do not implicate the Sixth
    Amendment.”).
    Pelullo fails to identify any constitutional deficiencies
    in the procedures of the filter teams, and we discern no error.
    29
    A Department of Justice manual provides that
    “‘privilege team[s]’ should … consist[] of agents and lawyers
    not involved in the underlying investigation.” U.S. Dep’t of
    Justice, Justice Manual § 9-13.420 (2021).
    43
    3.     Challenges to Ex Parte Proceedings
    Next, Pelullo challenges the ex parte proceedings held
    in conjunction with the filter teams, saying they violated his
    Fifth Amendment due process rights, his Sixth Amendment
    right to counsel, and separation of powers principles. Again,
    he comes up short. The use of filter teams is an acceptable
    method of protecting constitutional privileges. Moreover,
    Pelullo has not identified any privileged materials that were
    improperly shared with the prosecution, nor has he otherwise
    attempted to demonstrate prejudice.
    The use of filter teams in conjunction with ex parte
    proceedings is widely accepted. See, e.g., In re Search of Elec.
    Commc’ns, 
    802 F.3d 516
    , 530 (3d Cir. 2015) (“[T]he use of a
    ‘taint team’ to review for privileged documents [is] a common
    tool employed by the Government.”); In re Grand Jury
    Subpoenas, 
    454 F.3d 511
    , 522 (6th Cir. 2006) (explaining that
    when “potentially-privileged documents are already in the
    government's possession, … the use of the taint team to sift the
    wheat from the chaff constitutes an action respectful of, rather
    than injurious to, the protection of privilege”); United States v.
    Avenatti, 
    559 F. Supp. 3d 274
    , 282 (S.D.N.Y. 2021) (“[T]he
    use of a filter team is a common procedure in this District and
    has been deemed adequate in numerous cases to protect
    attorney-client communications.” (citation and internal
    quotation marks omitted)). Contrary to Pelullo’s suggestion,
    he had no pre-indictment Sixth Amendment rights, nor did he
    have a Fifth Amendment due process right to notice of the ex
    parte proceedings. Indeed, his surveillance was consistent with
    the Wiretap Act, which requires courts to seal all government
    applications for wiretaps and any resulting orders. 
    18 U.S.C. § 2518
    (8)(a)-(b). That sealing provision was established “to
    44
    protect    the    confidentiality    of    the     government’s
    investigation[,]” United States v. Florea, 
    541 F.2d 568
    , 575
    (6th Cir. 1976), which the sealing did here until the appropriate
    time. Although the Act entitles the subject of the wiretap to
    notice and an inventory of the intercepted communications
    within a reasonable time, such notice may be postponed
    pursuant to an ex parte showing of good cause. 
    18 U.S.C. § 2518
    (8)(d).
    Good cause is not a high bar, and an ongoing criminal
    investigation will typically justify delayed notice of the
    wiretap. E.g., United States v. John, 
    508 F.2d 1134
    , 1139 (8th
    Cir. 1975); United States v. Manfredi, 
    488 F.2d 588
    , 602 (2d
    Cir. 1973). It did so in this case. The undercover investigation
    here continued until the intercepted communications gave the
    government probable cause in May 2008 to search the law
    offices of Manno and McCarthy. By executing those searches
    pursuant to warrants, the government’s investigation could no
    longer continue undercover. Pelullo was thus notified about
    the existence of the wiretap shortly thereafter.
    Pelullo next challenges the procedures employed by the
    Manno and McCarthy Filter Teams, arguing they violated
    separation-of-powers principles. The Manno and McCarthy
    Filter Teams, as detailed above, instituted procedures to ensure
    the protection of privileged materials. In challenging those
    procedures, Pelullo relies predominantly on a Fourth Circuit
    case, In re Search Warrant, 
    942 F.3d 159
     (4th Cir. 2019),
    which held comparable conduct unconstitutional. That case,
    however, arose in the context of a motion for a temporary
    restraining order brought by a law firm to enjoin the use,
    without adequate process, of materials that had been seized as
    part of a criminal investigation into one of its clients. 
    Id.
     at
    45
    164. The Fourth Circuit reversed the district court’s denial of
    the motion, ordering that the challenged filter team procedures
    be enjoined. 
    Id. at 170
    .
    Pelullo’s argument arises in an entirely different
    procedural posture: on post-conviction appeal. The full
    applicability of the Fourth Circuit’s precedent is thus open to
    question. More importantly, however, Pelullo has not
    identified any way in which the process used to screen for
    attorney-client privileged material caused him harm. We do
    not believe, nor has Pelullo suggested, that the alleged error –
    allowing an executive branch employee to make an initial
    privilege determination – is structural. See United States v.
    Colon-Munoz, 
    192 F.3d 210
    , 217 n.9 (1st Cir. 1999) (finding
    alleged separation-of-powers violation not structural because it
    “involve[d] the structure of the federal government rather than
    the structure of the criminal trial process as a reliable means of
    determining guilt or innocence”); see also Neder v. United
    States, 
    527 U.S. 1
    , 8-9 (1999) (structural error is that which
    would “deprive defendants of ‘basic protections’ without
    which ‘a criminal trial cannot reliably serve its function as a
    vehicle for determination of guilt or innocence ... and no
    criminal punishment may be regarded as fundamentally fair’”
    (citation omitted)).
    Thus, we employ harmless-error review, and the answer
    to whether there was any error here that caused Pelullo harm is
    simple. There was not. Despite having had a full and fair
    opportunity to do so, before both the District Court and us,
    Pelullo has not pointed to any piece of evidence that was
    privileged but improperly provided to the prosecution.
    Without reaching the question of whether a constitutional
    violation occurred (and without commenting on the
    46
    advisability of the particular screening methods employed by
    the government), it is clear that, even if there were error, there
    was no prejudice as a consequence. See United States v.
    Schneider, 
    801 F.3d 186
    , 200 (3d Cir. 2015) (“An error is
    harmless when it is highly probable that it did not prejudice the
    outcome.” (citation and internal quotation marks omitted)).
    Because Pelullo has not shown that injury resulted from the
    filter teams’ review, any error was harmless, and his Fifth and
    Sixth Amendment claims fail.
    4.      Crime-Fraud Exception
    Pelullo’s final complaint about the handling of his
    attorney-client privilege assertions in the District Court is that
    the Court applied the incorrect standard when determining
    whether the crime-fraud exception applied to certain
    intercepted communications.          But it is Pelullo who
    misconstrues that exception.
    The crime-fraud exception to the attorney-client
    privilege limits “the right of a client to assert the privilege …
    with respect to pertinent [communications] seized by the
    government, when the client is charged with continuing or
    planned criminal activity.” In re Impounded Case, 
    879 F.2d 1211
    , 1213 (3d Cir. 1989). To invoke the exception, the party
    seeking to overcome the privilege must first demonstrate “a
    factual basis … to support a good faith belief by a reasonable
    person that the [seized] materials may reveal evidence of a
    crime or fraud.” Haines v. Liggett Grp. Inc., 
    975 F.2d 81
    , 96
    (3d Cir. 1992). If that threshold is crossed, the district court
    will conduct an in camera review to determine whether the
    party advocating the exception has made “a prima facie
    showing that (1) the client was committing or intending to
    47
    commit a fraud or crime, … and (2) the attorney-client
    communications were in furtherance of that alleged crime or
    fraud[.]” In re Grand Jury Subpoena, 
    223 F.3d 213
    , 217 (3d
    Cir. 2000) (citations omitted).
    Contrary to the just-quoted precedent, Pelullo says that
    the crime-fraud exception requires something beyond a prima
    facie showing, that some heightened standard governs whether
    disclosure to the prosecution is permitted. He is wrong. As
    our precedent makes clear, there is no heightened standard
    beyond the requisite prima facie showing. Here, the District
    Court performed the correct analysis when it determined, based
    on the government’s prima facie showing, that Pelullo was
    committing crimes and that the communications at issue
    included discussion furthering those crimes. The Court’s
    conclusion was supported by the filter teams’ evidence of
    Pelullo’s criminal activities, the connection between his
    attorneys and the purported fraud, and analysis of how
    Pelullo’s conversations with attorneys furthered that fraud.
    In sum, the showing required to apply the crime-fraud
    exception was met by the evidence provided by the filter teams,
    and the District Court relied on the appropriate legal standard
    in making its determinations. Pelullo has not established any
    error based on the government’s use of filter teams.
    IV.    PRETRIAL ISSUES
    The Defendants claim to have identified multiple errors
    arising from what happened – and didn’t happen – prior to trial.
    First, Pelullo asserts that the District Court failed to promptly
    set a trial date and so deprived him of a speedy trial. Next,
    Pelullo and both Maxwells complain about the District Court’s
    48
    grant of the government’s request to introduce evidence of
    Scarfo’s and Pelullo’s ties to organized crime, and the
    Maxwells insist that the Court should have severed their trial
    from that of their codefendants. None of those arguments is
    persuasive.
    A.     Speedy Trial Act Claim30
    Although Pelullo was arrested in November 2011, his
    trial did not occur until more than two years later. He objects
    to the length of that delay, blaming the government for causing
    the holdup and faulting the District Court for waiting too long
    to set a trial date. He asks us to reverse his conviction and order
    dismissal of the charges with prejudice. But because the
    District Court properly ordered a continuance in response to
    the complex nature of the case, and because it scheduled trial
    once it made sense to do so, Pelullo’s arguments fail.
    To “assure a speedy trial” for all defendants, the Speedy
    Trial Act sets timing deadlines for the stages of a criminal
    prosecution. 
    18 U.S.C. § 3161
    (a). A defendant must be
    indicted within thirty days of his arrest, and he must be tried
    within seventy days of the later of his indictment or initial
    appearance. 
    Id.
     § 3161(b), (c)(1). The Speedy Trial Act
    generally insists on strict conformity with its deadlines:
    30
    We exercise plenary review of a district court’s
    interpretation of the Speedy Trial Act and review factual
    conclusions for clear error. United States v. Lattany, 
    982 F.2d 866
    , 870 (3d Cir. 1992). We review for abuse of discretion a
    district court’s grant of a continuance after a proper application
    of the Act to established facts. 
    Id.
    49
    charges “shall be dismissed” if a defendant is not afforded a
    trial on time. 
    Id.
     § 3162(a)(2). Nonetheless, those deadlines
    can be tolled for good cause. Id. § 3161(h); accord United
    States v. Adams, 
    36 F.4th 137
    , 144-45 (3d Cir. 2022). Delay is
    allowed for the duration of a continuance granted by the district
    court “on the basis … that the ends of justice [are better] served
    by taking such action [and that doing so] outweigh[s] the best
    interest of the public and the defendant in a speedy trial.” 
    18 U.S.C. § 3161
    (h)(7)(A). If a continuance is improper or the
    court does not justify its findings on the record, however, the
    clock continues to run. Id.; Zedner v. United States, 
    547 U.S. 489
    , 508 (2006).
    Case complexity is an acceptable reason for tolling
    Speedy Trial Act deadlines, 
    18 U.S.C. § 3161
    (h)(7)(B)(ii), and
    this case was certainly complex. It involved thirteen
    codefendants, dozens of charges, “approximately 1,000,000
    pages of information[,]” and “voluminous” amounts of
    discoverable material, including seven months of wire taps,
    hundreds of phone call recordings, items seized from seventeen
    locations, and data from sixty computers. (Government’s
    Supplemental Appendix (“GSA”) at 407D.) In light of all that,
    the parties wisely acceded to a Complex Case Order (“CCO”),
    which the District Court entered in December 2011, just over
    a month after the defendants were indicted and well before the
    seventy-day deadline. The District Court found that the
    defendants would need “considerable time” to look over the
    documents and craft their defenses and pretrial motions. (GSA
    at 407E.) Specifically citing “the nature of the prosecution, its
    complexity[,] and the number of defendants,” the Court
    designated the case as complex, determined that it would be
    “unreasonable to expect adequate preparation” within the
    seventy-day window, and found that “the ends of justice served
    50
    by granting the continuance outweigh[ed] the best interests of
    the public and the defendants in a speedy trial.” 31 (GSA at
    407F (citing 
    18 U.S.C. § 3161
    (h)(7)(A), (B)(ii)).) It entered an
    indefinite continuance without a set end date, with trial to take
    place on a date “to be determined[.]” (GSA at 407F.)
    Like all the other parties, Pelullo stipulated to entry of
    the CCO, and he never advanced a speedy-trial argument or
    asked the District Court to set a trial date prior to seeking
    dismissal of the charges on Speedy Trial Act grounds in March
    2013 – roughly sixteen months after the CCO was entered. Yet
    he now takes issue with the open-ended nature of the
    continuance, saying it failed to incentivize the parties to move
    quickly toward trial and enabled the government to delay
    providing discovery.
    In United States v. Lattany, 
    982 F.2d 866
    , 877, 881 (3d
    Cir. 1992), we authorized district courts to enter open-ended
    continuances to serve the ends of justice as long as they are
    “not permitted to continue for an unreasonably long period of
    time” and are supported by on-the-record factual findings.
    31
    The District Court also held that the defendants had
    waived their “rights under the Speedy Trial Act[.]” (GSA at
    407F.) That was not correct: while a defendant whose rights
    have already been violated but who fails to raise the issue prior
    to pleading guilty or going to trial loses his “right to
    dismissal[,]” 
    18 U.S.C. § 3162
    (a)(2), “a defendant may not
    prospectively waive the application of the Act.” Zedner v.
    United States, 
    547 U.S. 489
    , 503 (2006). Because the District
    Court’s decision to grant a continuance was otherwise proper,
    however, that error does not alter our analysis.
    51
    While a continuance must be reasonable in length, defendants
    are not “free to abuse the system by requesting [ends-of-
    justice] continuances and then argu[ing] that their convictions
    should be vacated because the continuances they acquiesced in
    were granted.” Id. at 883; accord United States v. Fields, 
    39 F.3d 439
    , 443 (3d Cir. 1994) (Alito, J.) (“The defendant’s
    arguments are disturbing because he would have us order the
    dismissal of his indictment based on continuances that his own
    attorney sought.”).
    The continuance here was appropriate.              Pelullo
    explicitly conceded in the District Court “that the complex
    designation [was] factually supported” (JAB at 1933), and he
    does not identify any clear error in the District Court’s findings.
    As the extensive motions practice in which the parties engaged
    and the duration of the trial both confirm, the number of
    defendants, factual complexities of the case, and sheer volume
    of discovery all required difficult and time-consuming pretrial
    preparation by the parties.32 Indeed, Pelullo himself joined in
    a request to delay for six weeks the start of trial following jury
    selection, even though the District Court proposed beginning
    trial immediately, and even though Pelullo had recently begun
    arguing that his rights under the Speedy Trial Act were being
    violated. Cf. United States v. Jernigan, 
    20 F.3d 621
    , 622 n.5
    32
    Any blame for delay in affording the defendants
    discovery, meanwhile, appears to be attributable to third-party
    vendors who were overwhelmed by the scale of the discovery
    demands. For its part, the District Court provided Pelullo and
    Scarfo access to computer systems inside their detention
    facility so they could review the discovery and discuss it with
    their attorneys.
    52
    (5th Cir. 1994) (defendant’s speedy trial claim “is stripped of
    all force by the fact that he sought … additional continuances
    after the complained-of delay” (emphasis omitted)).
    The District Court certainly did not abuse its discretion
    in authorizing the continuance it did. As in Lattany, the
    continuance was granted before the end of the Speedy Trial
    Act’s     seventy-day      window;      the    District    Court
    “contemporaneously and specifically justified the continuance
    by a finding that it was necessary for [the defendants] to
    adequately prepare [their] defense,” and further justified it by
    reference to the “numerous charges” in the case; the Court
    “continually attempt[ed] to accommodate [Pelullo] throughout
    the pretrial stage”; Pelullo “acquiesced in the motion[] for [a]
    continuance[]”; and, beyond all dispute, the case was complex.
    Lattany, 982 F.2d at 878, 883; see also Fields, 
    39 F.3d at 444
    (“[A]n ‘ends of justice’ continuance may be granted for the
    purpose of giving counsel additional time to prepare motions
    in ‘unusual’ or ‘complex’ cases.”). Allowing discovery and
    pretrial motions to play out and then turning to trial, as the
    District Court did, was a reasonable approach that conformed
    with the requirements of the Speedy Trial Act.
    Pelullo nevertheless notes that the Act requires a court
    to schedule a date for trial “at the earliest practicable time[,]”
    
    18 U.S.C. § 3161
    (a), and objects that the District Court did not
    set a trial date until a year and a half after the indictment. But
    the scheduling of a trial date is a means to an end: the court
    “shall” set a trial date “so as to assure a speedy trial.” 
    Id.
    (emphasis added). All the District Court needed to do was set
    a date as soon as doing so was “practicable.” 
    Id.
     It ably met
    those obligations here. Once the end was reasonably within
    sight in 2013, the Court scheduled a date for trial. Given the
    53
    reasonableness of the continuance, the District Court did not
    err in waiting to schedule the trial, and Pelullo has failed to
    demonstrate a violation of the Speedy Trial Act.33
    B.     Admission of La Cosa Nostra Evidence and
    Denial of the Maxwells’ Motion for Severance
    The Defendants contend that the District Court erred in
    admitting evidence of Scarfo’s and Pelullo’s ties to La Cosa
    Nostra pursuant to Federal Rules of Evidence 403 and 404(b)
    and that, accordingly, they are entitled to new trials. 34 The
    Maxwells further contend that the District Court abused its
    33
    Because the District Court complied with § 3161(a),
    we need not address whether a violation of that provision
    automatically requires dismissal or whether a defendant who
    was not given a trial date “at the earliest practicable time” must
    establish that he was prejudiced by that delay.
    34
    Pelullo and John Maxwell primarily briefed the
    admission of organized crime evidence, and both specifically
    adopt each other’s arguments. William Maxwell did not
    separately brief the admission of organized crime evidence, but
    he specifically adopted the arguments of Pelullo and John, so
    the issue belongs to all three of those Defendants. While
    Scarfo did not specifically adopt the other Defendants’
    arguments and thus forfeited them, see supra note 19, we
    nonetheless refer to the arguments in this section as belonging
    to “the Defendants” for the sake of simplicity.
    William provided only limited briefing on severance,
    but, again, he specifically joined John’s arguments with respect
    to that issue. Accordingly, we attribute any arguments made
    by John on severance to William as well.
    54
    discretion by denying their motion to sever their trial from that
    of Scarfo and Pelullo since the evidence of mob ties, even if
    properly admitted, prejudiced their defenses. We reject each
    of those contentions.
    1.    Admission of LCN Evidence35
    Prior to trial, the government moved for permission to
    introduce evidence of Scarfo’s and Pelullo’s association with
    organized crime, including an explanation of the hierarchy of
    LCN and the custom of paying superiors within the
    organization. The government presented two alternative
    arguments in support of its request: first, the evidence was
    intrinsic to the charged offenses; and second, even if not
    intrinsic, the evidence was admissible as evidence of prior bad
    acts pursuant to Federal Rule of Evidence 404(b). Over the
    Defendants’ objections, the District Court permitted
    introduction of the LCN evidence as “classic 404(b)
    evidence.”36 (JAB at 2343.) It reasoned that the evidence was
    35
    We review decisions to admit evidence for abuse of
    discretion, and such discretion is construed especially broadly
    in the context of Rule 403. United States v. Moreno, 
    727 F.3d 255
    , 262 (3d Cir. 2013) (“In order to justify reversal, a district
    court’s analysis and resulting conclusion must be arbitrary or
    irrational.” (citation omitted)). “However, to the extent the
    District Court’s admission of evidence was based on an
    interpretation of the Federal Rules of Evidence, the standard of
    review is plenary.” United States v. Bobb, 
    471 F.3d 491
    , 497
    (3d Cir. 2006).
    36
    The District Court disagreed with the government’s
    55
    “relevant because it explain[ed] how and why the takeover
    occurred” and was “offered … to show motive and control[.]”
    (JAB at 2343.) The Court also decided the evidence was
    “sufficiently probative under [Rule] 403 because it …
    provide[d] an explanation as to why people would do what they
    [allegedly] did in this case,” and that, although the evidence of
    mob ties may have been prejudicial, that prejudice did not
    “significantly outweigh[] the relevance of the testimony about
    the membership in La Cosa Nostra.” (JAB at 2343.)
    Consistent with that ruling, Agent Kenneth Terracciano
    testified at trial about the hierarchy of LCN, Scarfo’s father’s
    involvement in LCN, the attempted murder of Scarfo in 1989,
    and Scarfo’s subsequent status with the Lucchese family.
    Terracciano did not testify that Scarfo had committed any
    crimes on behalf of the Lucchese family and did not even
    mention Pelullo. The government instead sought to establish
    Pelullo’s allegiance to LCN by introducing evidence of, among
    other things, his close relationship with Scarfo and Scarfo’s
    father, including during the takeover of FirstPlus, and his
    efforts to get Scarfo’s father released from prison.
    Throughout the trial, the District Court repeatedly
    provided limiting instructions to the jury. Namely, each time
    LCN or organized crime was mentioned, the Court informed
    the jury that “[t]here [was] no evidence and the government
    [did] not allege that any defendants, other than Scarfo and
    Pelullo, were associates in any organized crime organization.”
    alternative argument that the evidence of LCN ties was
    intrinsic to the indicted crimes and hence not subject to Rule
    404(b).
    56
    (JAC at 1750-51; see also JAC at 711-13, 5434-35.) The Court
    made clear it was up to the jurors to decide whether Scarfo or
    Pelullo “were so associated or whether they made use of,
    sought the benefit of or benefited from their association with
    La Cosa Nostra, and whether either of them used those
    associations to further the unlawful goals of the RICO
    enterprise alleged in this case.” (JAC at 1750-51; see also JAC
    at 711-13.) The jury was also instructed that none of those
    associations could be considered “as proof that … Scarfo and
    Pelullo had a bad character or any propensity to commit
    crime.” (JAC at 1751; see also JAC at 712-13, 1473.)
    Under Federal Rule of Evidence 404(b), evidence of a
    defendant’s prior crimes, wrongs, or other acts “is not
    admissible to prove a person’s character in order to show that
    on a particular occasion the person acted in accordance with
    the character” – in other words, it may not be used to show that
    a person had a propensity for crime. Fed. R. Evid. 404(b)(1).
    Such evidence is admissible, however, “for another purpose,
    such as proving motive, opportunity, intent, preparation, plan,
    knowledge, identity, absence of mistake, or lack of accident.”
    Fed. R. Evid. 404(b)(2). We have explained that 404(b)(2)
    evidence is admissible “if it is: (1) offered for a non-propensity
    purpose; (2) relevant to that identified purpose; (3) sufficiently
    probative under Rule 403 so its probative value is not
    [substantially] outweighed by any inherent danger of unfair
    prejudice; and (4) accompanied by a limiting instruction, if
    requested.” United States v. Garner, 
    961 F.3d 264
    , 273 (3d
    Cir. 2020) (citation and internal quotation marks omitted). “In
    a conspiracy case, evidence of other bad acts, subject always
    to the requirements of Rule 403, can be admitted to explain the
    background, formation, and development of the illegal
    relationship.” United States v. Escobarde Jesus, 
    187 F.3d 148
    ,
    57
    169 (1st Cir. 1999); accord United States v. Reifler, 
    446 F.3d 65
    , 91-92 (2d Cir. 2006) (“Evidence that a defendant had ties
    to organized crime may be admissible in a variety of
    circumstances[,]” including to explain “how the illegal
    relationship between [co-conspirators] developed[.]” (citation
    omitted)).
    The Defendants contend that the District Court abused
    its discretion by admitting the organized crime evidence. More
    specifically, they allege that the evidence was not relevant, was
    not offered for a non-propensity purpose, and was unduly
    prejudicial. All three arguments lack merit.
    First, the District Court correctly deemed the LCN
    evidence relevant. Federal Rule of Evidence 402 states
    “[i]rrelevant evidence is not admissible.” As the Court noted,
    the LCN evidence explained “how and why the takeover [of
    FirstPlus] occurred.” (JAB at 2343.) So the evidence was
    relevant. And proving motive is a proper purpose for evidence
    under Rule 404(b). Virtually everything in this case traces
    back to the conspirators’ decision to seize control of the
    company, which was motivated at least in part by Pelullo’s and
    Scarfo’s LCN obligations. That is most relevant to Pelullo
    (and Scarfo), but it is relevant to the Maxwells too. The
    Maxwells may have boarded the conspiracy for their own
    reasons, but they still got on. The ties to LCN help explain
    how and why the railroad was being operated.
    In that vein, the evidence shed light on Scarfo’s and
    Pelullo’s relationship, explaining why Pelullo was subservient
    to Scarfo even though Pelullo was the operational leader of the
    58
    FirstPlus scheme.37 See United States v. King, 
    627 F.3d 641
    ,
    649 (7th Cir. 2010) (affirming admission of gang evidence that
    “helped establish the relationship among [the co-conspirators
    and] the rank of those men within the gang,” which “was
    central to the government’s theory”). It also explained
    Scarfo’s need to pay off the Lucchese crime family. And,
    contrary to the Defendants’ arguments, it is immaterial whether
    Scarfo and Pelullo also engaged in the conspiracy for personal
    reasons – namely, a desire to line their own pockets – in
    addition to doing so to meet their LCN obligations. “[T]he law
    recognizes that there may be multiple motives for human
    behavior[,]” and evidence of other motives does not render
    irrelevant the evidence of Scarfo’s and Pelullo’s LCN ties. See
    United States v. Technodyne LLC, 
    753 F.3d 368
    , 385 (2d Cir.
    2014) (citing Anderson v. United States, 
    417 U.S. 211
    , 226
    (1974) (“A single conspiracy may have several purposes, but
    if one of them – whether primary or secondary – be the
    violation of a federal law, the conspiracy is unlawful[.]”)).
    So, the evidence was offered for, and relevant to, a non-
    propensity purpose. Even then, it still had to survive Rule
    403’s balancing test. And it did. The District Court said that
    37
    To only highlight a few examples indicating Pelullo’s
    subservience to Scarfo, Pelullo ensured that Scarfo received
    $33,000 per month plus expenses through a sham consulting
    agreement under which Scarfo did nothing of value, and he
    fraudulently obtained a mortgage for Scarfo’s wife. In
    addition, evidence indicated that Pelullo was driven by his fear
    of not being able to pay Scarfo’s father. (See JAD at 1468
    (“[W]hatta we gonna do without that money they’re they’re
    [sic] dead. … [M]y uncle is gonna f[***]in’ kill me.”).)
    59
    it was sure there was some prejudice to Pelullo and Scarfo from
    the introduction of the evidence, but it found that the
    prejudicial effect did not substantially outweigh the probative
    value of the organized crime evidence because that evidence
    helped explain why the Defendants did what they did. (JAB at
    2343.)
    Pelullo argues that the balancing was “insufficient and
    substantively improper[,]” but he does not specify what else
    the Court should have considered or why the Court’s reasoning
    was deficient. (SP Reply Br. at 23-24.) Because the Court
    “engage[d] in a Rule 403 balancing and articulate[d] on the
    record a rational explanation,” the 403 challenge fails. 38
    United States v. Sampson, 
    980 F.2d 883
    , 889 (3d Cir. 1992).
    The Maxwells make a related prejudice argument. They
    contend that, due to the admission of LCN evidence, “Scarfo’s
    38
    Pelullo makes an additional Rule 403 argument on a
    separate piece of evidence. He says the District Court
    improperly admitted testimony from FirstPlus secretary David
    Roberts that, shortly after the FirstPlus takeover, Pelullo told
    him, William Maxwell, and John Maxwell “that if we ever rat,
    our wives will be f[***]ed by the N word and our children will
    be sold off as prostitutes.” (JAC at 1848.) The Court
    determined that the threat was probative in showing that
    Pelullo wanted to “drive home the point that he was threatening
    harm and he obviously thought that … the listener [would have
    understood he] was in grave danger.” (JAB at 2402.) The
    Court concluded that any prejudicial effect from the disgusting
    phrasing of the threat was outweighed by the relevance of
    proving Pelullo’s state of mind. Because the Court conducted
    60
    proverbial blood spilled all over” them, resulting in a “taint
    [that] could not be washed away or otherwise cle[a]nsed.” (JM
    Opening Br. at 37.) But the District Court, in addition to
    weighing the evidence under Rule 403, provided clear
    instructions to the jury that only Scarfo and Pelullo, not any of
    the other defendants, were associated with LCN and the
    Lucchese family.
    Limiting instructions are an appropriate way to ensure
    that a jury understands the purpose for which evidence of prior
    acts may be considered, and such instructions are generally
    sufficient “to cure any risk of prejudice[.]” Zafiro v. United
    States, 
    506 U.S. 534
    , 539 (1993); see also United States v. Lee,
    
    612 F.3d 170
    , 185 (3d Cir. 2010) (upholding a decision to
    admit evidence under Rule 404(b) in part because the district
    court gave a limiting instruction). There is particular reason to
    think that the jury followed those instructions here because
    some of the Maxwells’ codefendants – Adler, McCarthy, and
    Manno – were acquitted, despite also being associated with the
    FirstPlus takeover. See, e.g., United States v. Greenidge, 
    495 F.3d 85
    , 95 (3d Cir. 2007) (noting “the fact that the jury
    acquitted [a codefendant] is critical proof that the jury was
    ‘able to separate the offenders and the offenses’” (citation
    omitted)); United States v. Sandini, 
    888 F.2d 300
    , 307 (3d Cir.
    1989) (finding claim of prejudice “without merit” where a
    codefendant was acquitted of some charges, “a fact indicating
    that the jury carefully weighed the evidence relating to each
    an appropriate Rule 403 balancing analysis and reached a
    rational conclusion, we discern no error in the admission of that
    evidence. United States v. Sampson, 
    980 F.2d 883
    , 889 (3d
    Cir. 1992).
    61
    defendant and each charge”); United States v. Solis, 
    299 F.3d 420
    , 441 (5th Cir. 2002) (“[T]he jury acquitted some of the
    alleged co-conspirators, supporting an inference that the jury
    sorted through the evidence … and considered each defendant
    and each count separately[.]”). We thus see no reason to stray
    from “the almost invariable assumption of the law that jurors
    follow their instructions[.]” Richardson v. Marsh, 
    481 U.S. 200
    , 206 (1987).
    2.     Denial of the Maxwells’ Severance
    Motion39
    Separately, the Maxwells assert that they are entitled to
    a new trial because the District Court abused its discretion in
    denying their motion to sever their trials from that of Scarfo
    and Pelullo. They say that the introduction of evidence of
    Scarfo’s and Pelullo’s connections to organized crime created
    spillover prejudice because the Maxwells were not part of the
    mob but were nonetheless effectively grouped in with it. Once
    more, we are unpersuaded.
    In assessing the Maxwells’ request for severance, the
    District Court observed that a “fundamental princip[le]” of
    federal criminal law is the “preference for joint trials of
    defendants who are indicted together.” (D.I. 297 at 17 (internal
    quotation marks omitted) (quoting United States v. Urban, 
    404 F.3d 754
    , 775 (3d Cir. 2005)).) Noting that the preference “is
    particularly strong in cases involving multiple defendants
    39
    “[D]enial of severance is committed to the sound
    discretion of the trial judge[.]” United States v. Eufrasio, 
    935 F.2d 553
    , 568 (3d Cir. 1991).
    62
    charged under a single conspiracy” (D.I. 297 at 17 (citing
    United States v. Voigt, 
    89 F.3d 1050
    , 1094 (3d Cir. 1996))), the
    Court held that the Maxwells did not meet the heavy burden of
    demonstrating the need for severance based on a risk of
    spillover prejudice.40 It also promised to instruct the jury on
    “the limited admissibility of certain evidence” about Scarfo’s
    and Pelullo’s ties to organized crime. (D.I. 297 at 27.)
    “A defendant seeking a new trial due to the denial of a
    severance motion must show that the joint trial led to ‘clear and
    substantial prejudice resulting in a manifestly unfair trial[,]’” a
    demanding standard that requires more than “[m]ere
    allegations of prejudice[.]” United States v. John-Baptiste, 
    747 F.3d 186
    , 197 (3d Cir. 2014) (first quoting Urban, 
    404 F.3d at 775
    ; and then quoting United States v. Reicherter, 
    647 F.2d 397
    , 400 (3d Cir. 1981)). The Maxwells “are ‘not entitled to
    severance merely because they may have a better chance of
    acquittal in separate trials.’” 
    Id.
     (quoting Zafiro, 
    506 U.S. at 540
    ). In making the initial determination of whether to grant
    severance, the “critical issue” before a district court is “not
    whether the evidence against a co-defendant is more damaging
    but rather whether the jury will be able to compartmentalize
    the evidence as it relates to separate defendants in view of its
    40
    Other defendants – Gary McCarthy, Howard
    Drossner, David Adler, Donald Manno, William Handley, and
    John Parisi – sought severance, many of them for the same
    reasons, and the Court rejected their arguments as well.
    63
    volume and limited admissibility.” 
    Id.
     (citation and internal
    quotation marks omitted).
    The Maxwells fail to show that any claimed spillover
    prejudice from the organized crime evidence concerning
    Scarfo and Pelullo was clear and substantial and, instead, make
    “mere allegations of prejudice” that are insufficient to clear the
    high bar for severance. 
    Id.
     (citation omitted). In United States
    v. Eufrasio, 
    935 F.2d 553
     (3d Cir. 1991), which involved a
    RICO prosecution of Scarfo’s father’s criminal enterprise, we
    rejected the same sort of spillover prejudice argument. We
    concluded that because “all appellants were charged with the
    same conspiracy to participate in the same Scarfo enterprise,
    the public interest in judicial economy favored joinder.” 
    Id. at 568
    . The Maxwells’ argument based on prejudice from their
    codefendants’ mob ties is even less compelling than that of the
    Eufrasio defendants because, here, the District Court
    repeatedly gave limiting instructions that “[t]here is no
    evidence and the government does not allege that any
    defendants[,] other than Scarfo and Pelullo[,] were associates
    [in] any organized crime organization.” (JAC at 712, 1751.)
    The Maxwells’ only response is that the jury may not have
    followed these instructions. But, as discussed earlier, we
    presume that the jury follows instructions, which “often will
    suffice to cure any risk of prejudice.” Zafiro, 
    506 U.S. at 539
    .
    There is no reason to believe otherwise in this case. Indeed,
    the acquittal of other defendants indicates just the contrary.
    The District Court did not abuse its discretion in concluding
    that the jury could “compartmentalize the evidence” as it
    related to the Maxwells, John-Baptiste, 747 F.3d at 197
    64
    (citation omitted), and, consequently, severance was not
    warranted.
    V.     TRIAL ISSUES
    We turn now to the purported errors at the trial. Scarfo
    objects to being tried alongside his former counsel, while
    Pelullo argues that his trial counsel had an undisclosed conflict
    of interest by being under federal investigation during this case.
    The Defendants also challenge their RICO conspiracy
    convictions: Scarfo claims that the jury instructions
    constructively amended the indictment as to that count, and the
    other three Defendants challenge the jury instructions on and
    the sufficiency of the evidence supporting one of the predicate
    acts that formed the basis for their RICO conspiracy
    convictions. In addition, Pelullo asserts that the instructions on
    the felon-in-possession conspiracy charge were missing an
    element required under Rehaif v. United States, 
    139 S. Ct. 2191
    (2019). William Maxwell further claims there was insufficient
    evidence for many of his convictions. Finally, several
    Defendants advance claims of error relating to the conduct of
    various jurors. None of those arguments entitle any of the
    Defendants to reversal of the convictions or a new trial.
    A.     Scarfo’s Joint Trial with Former Counsel
    Donald Manno41
    Scarfo argues that he deserves a new trial because he
    41
    We address this issue here, as arising out of trial,
    because Scarfo did not move before the trial to have his case
    severed from Manno’s. Manno did seek severance, but, as
    65
    was tried jointly with his codefendant and former attorney,
    Donald Manno, who proceeded pro se. In particular, he
    contends – for the first time on appeal42 – that Manno’s self-
    representation “stripped” him (Scarfo) “of a fair and unbiased
    trial guaranteed by the Sixth Amendment.” (NS Opening Br.
    at 43.) As the government puts it, Scarfo “claims Manno had
    a conflict of interest that Scarfo refused to waive, so Manno
    couldn’t represent himself without violating Scarfo’s Sixth
    Amendment right to conflict-free counsel.” (Answering Br. at
    49.)
    discussed herein, the argument he made in the District Court
    was different from the Sixth Amendment theory Scarfo now
    advances.
    We need not decide whether Scarfo would need to
    establish plain error to succeed on his unpreserved Sixth
    Amendment claim or whether any violation of his rights was a
    per se reversible error, since his claim lacks merit under either
    standard.
    42
    Although, as just noted, Scarfo did not raise this issue
    before the District Court, Manno did seek to sever his trial from
    Scarfo’s. But even though there was a presumption that all
    defendants joined each other’s motions, Manno’s request –
    which articulated a need for severance to protect his own
    interests – was insufficient to preserve an objection from
    Scarfo. Indeed, the District Court pointed out as much,
    denying one of Manno’s severance motions partly because
    “Scarfo has not objected at this point to the proposed testimony,
    and he would be the one prejudiced by it.” (JAB at 842.)
    66
    Because Scarfo was represented by independent,
    conflict-free counsel throughout his trial, he was not deprived
    of a Sixth Amendment right. If anything, Scarfo’s challenge
    to the fairness of his trial sounds in due process more than in
    the Sixth Amendment. But Scarfo waived any due process
    claim he may have had and is not entitled to relief on that basis.
    1.     Background
    Among those indicted alongside Scarfo was Manno,
    who appears to have been one of Scarfo’s go-to criminal
    defense attorneys. According to Manno, he represented Scarfo
    in several matters, including when Scarfo was seeking habeas
    relief while imprisoned on state RICO charges related to
    gambling, when he was charged with possessing a deadly
    weapon in connection with an altercation at an Atlantic City
    bar, and when he faced charges of illegal gambling and loan-
    sharking. As his codefendant in this case, however, Manno did
    not represent Scarfo. For that task, the District Court appointed
    counsel.
    The Court allowed Manno to represent himself but
    denied his initial request for severance. Prior to trial, Manno
    moved once more for severance and moved for permission to
    introduce evidence of “certain legal services” he had provided
    to Scarfo. (D.I. 664 at 1-2.) He said he needed the evidence to
    illustrate his “professional and personal relationship” with
    Scarfo and Pelullo and to emphasize his role as a criminal
    defense attorney “as a partial explanation” for some of his
    conduct. (D.I. 664-1 at 3.) He also argued that the evidence
    was relevant to show that the approximately $20,000 in fees he
    received from LANA was compensation for legal services and
    “totally legitimate and unrelated to [FirstPlus].” (D.I. 664-1 at
    67
    4.) Because Manno’s defense would depend on addressing his
    relationship with Scarfo, which centered around Scarfo’s
    criminal activities, Manno said that severance was necessary.
    He warned that “one of two results” would occur if he and
    Scarfo were tried together: “Either Scarfo or other defendants
    or all will be prejudiced by the admission of other convictions
    and allegations of bad acts[,] or Manno will be denied the
    ability to fully develop his relationship with Scarfo and others.”
    (D.I. 664-1 at 9.)
    Scarfo did not object to those requests, and the District
    Court granted Manno’s motion in part, authorizing him to
    introduce evidence of his attorney-client relationship, but it
    refused to sever the trials. Accordingly, at trial, Manno
    questioned witnesses about and introduced evidence of his
    prior representations of Scarfo. Although the jury found
    Scarfo guilty, Manno was ultimately acquitted of all charges.
    2.      Sixth Amendment
    Had Manno represented Scarfo at trial, there would be
    weight to Scarfo’s Sixth Amendment arguments. But Manno
    did not. Instead (and to repeat), Scarfo was represented by
    independent, conflict-free counsel. The absence of any issues
    with Scarfo’s own representation is dispositive and means that
    Scarfo has no Sixth Amendment claim. Cf. United States v.
    Voigt, 
    89 F.3d 1050
    , 1078 (3d Cir. 1996) (finding Sixth
    Amendment caselaw inapplicable to evaluating “the possibility
    that [a potential trial witness’s] prior representation of [certain
    defendants] during the grand jury investigation might affect
    [their] ability to receive a fair trial”).
    68
    The Sixth Amendment “commands, not that a trial be
    fair, but that … particular guarantee[s] of fairness be
    provided[.]” United States v. Gonzalez-Lopez, 
    548 U.S. 140
    ,
    146 (2006). It does so by defining “the basic elements of a fair
    trial[,]” “including [through] the Counsel Clause.” Strickland
    v. Washington, 
    466 U.S. 668
    , 684-85 (1984). That provision
    entitles a criminal defendant “to have the Assistance of
    Counsel for his defence.” U.S. Const. amend. VI. Scarfo does
    not argue that the District Court failed to appoint him counsel,
    or that he was denied “the right to adequate representation by
    an attorney of reasonable competence [or] the right to the
    attorney’s undivided loyalty free of conflict of interest.”
    United States v. Moscony, 
    927 F.2d 742
    , 748 (3d Cir. 1991)
    (citation omitted). Therefore, he suffered no deprivation of his
    Sixth Amendment rights.
    Scarfo musters an extensive array of cases in supposed
    aid of his argument, but none are on point. In all those cases,
    the defendant’s challenge related to the assistance provided by
    his then-current defense counsel or his inability to select
    counsel of his choice. See, e.g., Wheat v. United States, 
    486 U.S. 153
    , 155-57, 164 (1988) (approving district court’s
    “refusal to permit the substitution of counsel” due to
    defendant’s desired counsel’s conflicts of interest); Voigt, 
    89 F.3d at 1071-80
     (summarizing caselaw governing “denials of
    the right to counsel” of choice); Government of Virgin Islands
    v. Zepp, 
    748 F.2d 125
    , 127 (3d Cir. 1984) (reversing conviction
    “because trial counsel had an actual conflict of interest”).
    None stand for the proposition that a defendant’s Sixth
    Amendment right to counsel is violated if his former counsel
    is involved in the proceedings in another capacity. See United
    States v. Ramon-Rodriguez, 
    492 F.3d 930
    , 945 (8th Cir. 2007)
    (“[Defendant] cites no authority, and we have found none, in
    69
    which [a Sixth Amendment conflicted-counsel issue arises in]
    a situation involving a defendant’s prior attorney in the absence
    of any alleged conflict involving actual trial counsel.”);
    English v. United States, 
    620 F.2d 150
    , 151-52 (7th Cir. 1980)
    (holding that defendant could not raise an ineffective-
    assistance-of-counsel claim against former attorney who had
    switched to representing codefendant).
    In the absence of any conflicts between Scarfo and the
    trial counsel he actually had, the effort to use the Sixth
    Amendment right to conflict-free counsel to condemn Manno’s
    presence in the case “entails the pounding of a square peg into
    a round hole.”43 United States v. Poe, 
    428 F.3d 1119
    , 1122-24
    (8th Cir. 2005) (finding no conflict of interest from fact that
    codefendant’s counsel previously represented defendant in
    separate state-court prosecution).
    Scarfo nevertheless tries to support his claim by
    pointing to a conversation the District Court had with
    government counsel and Manno. In that discussion, the Court
    “urge[d] [Manno] to seek independent counsel … and not
    represent [him]self[,]” explaining that he could be “subject …
    to [an] ethics investigation or prosecution.” (Nicodemo Scarfo
    Appendix (“NSA”) at 6.) The Court explained to Manno that
    43
    Scarfo insists that, at a minimum, the District Court
    should have conducted an inquiry into the potential conflict,
    and he claims that its failure to do so was reversible error.
    Again, though, he relies on caselaw focused on protecting a
    defendant’s Sixth Amendment right to have his current
    counsel be conflict-free. That concern was not in play here,
    making those cases inapposite.
    70
    he was in a “very difficult position” due to the “potential risk
    of revealing client confidences without the permission of [his]
    client which would … potentially expose[] [him] to ethics
    problems.”44 (NSA at 5.)
    That conversation avails Scarfo nothing. The District
    Court’s warnings to Manno confirm that the Court was aware
    that Manno might be opening himself up to potential ethical
    and professional conflicts by choosing to represent himself.
    But any issues Manno faced would not, and did not, affect
    Scarfo’s ability to receive conflict-free assistance of counsel
    from his trial attorney.45
    44
    In passing, Scarfo also attempts to frame that
    conversation as infringing on his Sixth Amendment right to be
    present at all critical stages of trial. The government explains
    that it asked for the chambers conference because Manno made
    certain statements in his severance motion that were
    inconsistent with the government’s evidence, and it wanted to
    give Manno a chance to retract his false statements before they
    were revealed in open court. Scarfo makes no showing that his
    absence from that discussion undermined his rights or harmed
    his defense at trial, so the conference does not provide a basis
    for disturbing his convictions. Cf. infra Section V.F.2.
    45
    Similarly misplaced is Scarfo’s reliance on the New
    Jersey Rules of Professional Conduct to argue that Manno
    violated his ethical obligations, an issue that he forfeited in any
    event by failing to raise it in his opening brief. See United
    States v. Pelullo, 
    399 F.3d 197
    , 222 (3d Cir. 2005). That
    argument is simply beside the point in this Sixth Amendment
    71
    Ultimately, any potential legal or ethical issues arising
    from Scarfo being tried alongside Manno are not cognizable as
    a violation of the Sixth Amendment right to counsel.
    3.      Due Process
    Setting aside Scarfo’s Sixth Amendment argument, the
    facts he alleges do implicate interesting questions as to his
    Fifth Amendment due process rights. See Strickland, 
    466 U.S. at 684-85
     (noting that “[t]he Constitution guarantees a fair trial
    through the Due Process Clauses,” while the Sixth Amendment
    only protects particular “elements of a fair trial”); cf. Voigt, 
    89 F.3d at 1071-77
     (affirming district court’s decision to
    disqualify defendant’s counsel who had conflict of interest
    with codefendants, in the “interest[] of the proper and fair
    administration of justice”). Scarfo asserts that, due to the
    conflict of interest caused by Manno’s presence as a
    codefendant, he could not take the stand – since that would
    open himself up to cross-examination by Manno – and he was
    prevented from asserting an advice-of-counsel defense. Those
    claims raise non-frivolous issues about trial severance, but
    Scarfo has expressly disclaimed any “challenge [to] the district
    court’s decision to deny Manno’s motions seeking to sever his
    trial from that of his clients.” (NS Opening Br. at 19.)
    Scarfo’s disclaimer is an unequivocal waiver as to
    severance – the only plausible step the District Court could
    have taken to eliminate any potential due process issues with
    challenge, which requires a showing that Scarfo’s actual trial
    counsel provided ineffective assistance.
    72
    the joint trial. 46 In the face of that waiver, we decline to
    consider an argument Scarfo has not himself articulated. See
    United States v. Sineneng-Smith, 
    140 S. Ct. 1575
    , 1579 (2020)
    (“[O]ur [adversarial] system is designed around the premise
    that parties represented by competent counsel know what is
    best for them, and are responsible for advancing the facts and
    argument entitling them to relief.” (internal quotation marks,
    citation, and brackets omitted)). The District Court’s denial of
    severance may well be entirely justifiable, but even if it were
    not, Scarfo does not advance a due process theory for
    severance, so we will not “sally forth … looking for wrongs to
    right.” 
    Id.
     (citations omitted).
    46
    Scarfo also offers several alternative solutions in lieu
    of severance, but there is a disconnect between those proposed
    remedies and Scarfo’s complaints. As mentioned above,
    Scarfo’s theory of unfairness and prejudice is that Manno’s
    mere presence as a codefendant at the trial prevented Scarfo
    from taking the stand and raising an advice-of-counsel defense.
    He now suggests that the District Court should have
    disqualified Manno from representing himself or, at a
    minimum, appointed standby counsel for Manno. Scarfo does
    not explain how those strategies – which would have entailed
    abridging Manno’s Sixth Amendment right to self-
    representation – would have prevented the harm he says he
    suffered.
    Scarfo also assigns error to the District Court’s failure
    to obtain a conflict waiver from him. But he undercuts that by
    saying that even if the Court had done so, “such a waiver would
    be invalidated” – thus taking his own proposed remedy off the
    table. (NS Opening Br. at 99 n.27.)
    73
    B.     Pelullo’s Sixth Amendment               Ineffective
    Assistance of Counsel Claim47
    Pelullo’s longtime attorneys – William Maxwell,
    Donald Manno, and Gary McCarthy – were all indicted
    alongside Pelullo, leaving him without counsel. Therefore, the
    District Court appointed Troy Archie to represent him under
    18 U.S.C. § 3006A. Given the case’s complexity and
    discovery demands, the Court shortly thereafter appointed J.
    Michael Farrell as co-counsel. Pelullo now seeks a new trial
    or an evidentiary hearing for further factfinding because, he
    argues, Farrell’s performance was rendered deficient by a
    previously undisclosed conflict of interest. We are not
    persuaded and hold that Pelullo did not suffer ineffective
    assistance of counsel.
    1.     Background
    Pelullo and Farrell had their fair share of disagreements
    at the outset of Farrell’s engagement. The two apparently did
    not see eye-to-eye on trial strategy, and Pelullo did not
    appreciate Farrell’s lack of engagement. Those disputes are
    unrelated to the conflict-of-interest issue before us, but, within
    47
    Whether a trial counsel’s representation of a
    defendant was constitutionally inadequate is a mixed question
    of law and fact. When reviewing mixed questions, we apply
    de novo review to applications of law, but review for clear error
    “case-specific factual issues” like the “weigh[ing of] evidence”
    and “credibility judgments[.]” U.S. Bank Nat’l Ass’n ex rel.
    CWCapital Asset Mgmt. LLC v. Vill. at Lakeridge, LLC, 
    138 S. Ct. 960
    , 967-69 (2018).
    74
    a few months of Farrell’s appointment, they led to Pelullo’s
    request that Farrell be replaced. Although the Court granted
    that request, Pelullo soon regretted losing Farrell, and he asked
    to have him reappointed. Pelullo explained that he had
    “irreconcilable differences” with the lawyer who had been
    appointed in Farrell’s stead and that replacing Farrell was “an
    error in … judgment” that arose from his “not clearly
    understanding [the] situation and how fortunate [he] was to
    have Mr. F[a]rrell.” (D.I. 486.) Pelullo praised Farrell, stating
    he was “up to speed” and “more than comp[etent] and more
    than effective[.]” (D.I. 486.) The Court acquiesced to
    Pelullo’s wishes and reappointed Farrell in July 2013.
    Farrell represented Pelullo through trial (alongside
    Archie), employing aggressive litigation tactics. The District
    Court repeatedly reprimanded Farrell for, among other things,
    repeated interruptions and argumentativeness. At several
    points, the Court warned him that, “if [he thought his] goal here
    [was] to set up an ineffective assistance of a counsel defense[,]”
    he would be “take[n] … off th[e] case[.]” (E.g., JAC at 318.)
    After trial, the Court determined that Pelullo required only one
    attorney at sentencing and terminated Farrell’s appointment in
    November 2014, after which Pelullo requested Farrell’s
    reassignment. He told the Court that, despite their early
    differences, he and Farrell had formed “a bond” and that
    “Farrell [was] agreeable to [his] defense strategy[.]” (D.I.
    1231; JAE at 463-64.) Pelullo noted that he “d[id] not seek
    counsel of choice, [but] rather effective counsel.” (D.I. 1231.)
    The Court denied that request in April 2015.
    Meanwhile, unbeknownst to Pelullo, Farrell had been
    dealing with his own legal troubles. In March 2014, about
    halfway through Pelullo’s trial, a subpoena was issued for
    75
    Farrell’s office manager to testify about Farrell before a grand
    jury in the United States District Court for the District of
    Maryland. Farrell, in response, retained Joseph Fioravanti, a
    former federal prosecutor. Fioravanti tried to discover whether
    Farrell was either a subject or target of the investigation. Those
    efforts proved unsuccessful, so Fioravanti advised Farrell not
    to inform his clients, including Pelullo, because he was not yet
    known to be a subject or target. Farrell heeded that advice and
    kept from Pelullo, Archie, and the District Court that some
    kind of investigation in Maryland was underway. The U.S.
    Attorney’s Office for the District of New Jersey, which was
    prosecuting the Defendants here, remained similarly unaware
    of the grand jury investigation in the District of Maryland.
    It was not until August 2014, the month after the trial in
    this case ended, that Fioravanti received a “target letter”
    informing him that the U.S. Attorney’s Office for the District
    of Maryland was considering filing criminal charges against
    Farrell. (JAE at 927, 1093, 1102.) In January 2016, more than
    eighteen months after the guilty verdicts here, an indictment
    charging Farrell with crimes relating to a large marijuana
    trafficking ring was unsealed. That charge bore no relation to
    Pelullo’s crimes. United States v. Farrell, 
    921 F.3d 116
    , 123
    (4th Cir. 2019). It was only after Farrell’s indictment became
    public that the prosecutors on Pelullo’s case became aware of
    the charges.
    By the time Farrell’s indictment was unsealed, Pelullo
    had already appealed his conviction. Once that indictment
    came to light, however, Pelullo sought and obtained from us a
    limited remand for further factfinding on what Pelullo claimed
    was a conflict of interest with Farrell. On remand, Pelullo filed
    a Rule 33 motion for a new trial on the ground that the evidence
    76
    revealed Farrell had provided ineffective assistance of counsel.
    In his motion, Pelullo claimed that Farrell had labored under a
    conflict of interest during the trial due to the investigation in
    Maryland. Despite previously not just accepting but actively
    promoting Farrell’s aggressive trial tactics, Pelullo alleged that
    Farrell’s aggression was caused by the stress of being under
    investigation himself and that those tactics were damaging.
    The District Court held a hearing on the motion, at
    which Farrell bolstered that line of argument. He confirmed
    that his “aggressive nature” had been due to the pending
    investigation and that it “affected [his] ability to represent
    [Pelullo] in a conflict-free manner[.]” (JAE at 615-16.) He
    explained that he viewed the prosecution of himself as “a direct
    threat on the ability of criminal defense attorneys in Maryland
    – in America to defend their clients” and that “it was
    inconsistent with the principles of our Republic[.]” (JAE at
    579.) It was, he claimed, his personal indignation that fueled
    his overly aggressive defense of Pelullo.
    The District Court denied the new-trial motion. It found
    Farrell’s testimony entirely unreliable, and it determined that
    the investigation in the District of Maryland did not affect
    Farrell’s performance at trial. The Court explained further that
    Pelullo may have “at most” had a potential conflict-of-interest
    claim due to Farrell’s failure to disclose the investigation,
    rather than by virtue of Farrell’s aggressive defense. (JAE at
    1046.) But, given the overwhelming evidence of Pelullo’s
    guilt and his evident approval of Farrell’s tactics, the Court
    concluded that Pelullo “fail[ed] utterly to demonstrate any
    prejudice.” (JAE at 1046.)
    77
    2.     Ineffective Assistance of Counsel Claim
    Although we typically do not entertain ineffective-
    assistance-of-counsel claims on direct appeal, we may do so
    “when the record is sufficient to allow determination of the
    issue.” United States v. Thornton, 
    327 F.3d 268
    , 271 (3d Cir.
    2003). Because we previously remanded the issue for further
    factfinding and the District Court conducted an extensive
    evidentiary hearing, the record is sufficient for us to consider
    the issue now. There is no clear error in the finding that
    Farrell’s self-deprecatory testimony was unreliable and that his
    representation of Pelullo was unaffected by the Maryland
    investigation. See United States v. Gambino, 
    864 F.2d 1064
    ,
    1071 n.3 (3d Cir. 1988) (applying clear-error standard to
    district court’s factfinding with respect to “external events and
    the credibility of the witnesses”). On the record developed in
    the District Court, we agree that this argument for a new trial
    fails.
    As already discussed, supra Section V.A.2, the Sixth
    Amendment protects a criminal defendant’s right to effective
    assistance of counsel. U.S. Const. amend. VI; United States v.
    Cronic, 
    466 U.S. 648
    , 653-57 (1984). That right is “recognized
    … because of the effect it has on the ability of the accused to
    receive a fair trial.” Cronic, 
    466 U.S. at 658
    . Pursuant to that
    right, counsel owes a defendant certain duties, including the
    “duty to perform competently” and the “duty of loyalty[.]”
    Government of Virgin Islands v. Zepp, 
    748 F.2d 125
    , 131-32
    (3d Cir. 1984) (citing Strickland v. Washington, 
    466 U.S. 668
    ,
    688 (1984)).
    Nonetheless, “[a]n error by counsel … does not warrant
    setting aside the judgment of a criminal proceeding if the error
    78
    had no effect on the judgment.” Strickland, 
    466 U.S. at 691
    .
    Accordingly, a criminal defendant pursuing an ineffective
    assistance claim must show not only that his counsel’s
    performance was deficient, but also that the deficient
    performance prejudiced his defense. 
    Id. at 687
    . Although a
    defendant must make both showings to succeed, in certain
    circumstances prejudice may be presumed. One such
    circumstance is when counsel breaches the duty of loyalty to
    his client by maintaining an actual conflict of interest during
    the representation. 
    Id. at 692
    .
    Conflicts arise when counsel’s personal interests are
    “inconsistent, diverse or otherwise discordant with those of his
    client and … affect[] the exercise of his professional judgment
    on behalf of his client.” Zepp, 
    748 F.2d at 135
     (citation and
    internal quotation marks omitted). When there is “a[n actual]
    conflict that affected counsel’s performance – as opposed to a
    mere theoretical division of loyalties” – the defendant need not
    make a separate showing of prejudice. Mickens v. Taylor, 
    535 U.S. 162
    , 171 (2002). A defendant alleging an actual conflict
    must establish that “trial counsel’s interest and the defendant’s
    interest diverge[d] with respect to a material factual or legal
    issue or to a course of action.” Zepp, 
    748 F.2d at 136
    (alteration in original) (citation and internal quotation marks
    omitted).
    A criminal investigation of counsel, even for crimes
    unrelated to those being prosecuted in the defendant’s trial, can
    generate an actual conflict when counsel seeks to curry favor
    with the attorneys prosecuting his client, thus resulting in
    counsel “pull[ing] … his punches.” Reyes-Vejerano v. United
    States, 
    276 F.3d 94
    , 99 (1st Cir. 2002). Conversely, a lack of
    evidence that counsel pulled his punches may serve as an
    79
    indication that he was not “intimidated by a threat of
    prosecution” in defending his client. United States v. Montana,
    
    199 F.3d 947
    , 949 (7th Cir. 1999). And where a defendant
    “show[s] only that his lawyer was under investigation and that
    the lawyer had some awareness of an investigation” during the
    defendant’s trial, but fails to demonstrate that the lawyer’s
    interests diverged from that of the defendant, beyond “the
    general and unspecified theory that [the attorney] must have
    wanted to please the government[,]” he has not demonstrated
    an actual conflict. Reyes-Vejerano, 
    276 F.3d at 99
    .
    That is the case here. Pelullo has presented no evidence
    that prosecutors in the District of New Jersey knew of the case
    against Farrell in the District of Maryland or that Farrell
    thought they did. Cf. Armienti v. United States, 
    234 F.3d 820
    ,
    824-25 (2d Cir. 2000) (holding that the defendant presented a
    “plausible claim” of an actual conflict where his attorney “was
    being criminally investigated by the same United States
    Attorney’s office that was prosecuting” the defendant, and,
    during trial, he failed “to conduct further investigation, fail[ed]
    to vigorously cross-examine the government’s witnesses, …
    fail[ed] to make various objections[,]” was “ill-prepared and
    distracted[,]” and “misadvised [the defendant] not to talk to the
    probation department at the time of his sentencing”). There is
    thus no reason to think that Farrell pulled his punches – that he
    took it easy on the government to secure the prosecutors’ good
    favor.
    In fact, he did quite the opposite, something Pelullo
    acknowledges and now tries to turn to his advantage. Pelullo
    contends that Farrell’s “rage and a quixotic sense of revenge
    against an unfair [g]overnment[,]” fueled by the criminal
    investigation, turned him into “an aggressive madman” driven
    80
    “not by Pelullo’s best interests but … [instead by] his personal
    outrage about his own legal problems.” (SP Opening Br. at 43-
    44.) Pelullo offers examples of when Farrell’s “rage”
    supposedly made his representation inadequate, such as his
    repeated misspeaking on cross and direct examination,
    presenting a failed Daubert challenge, and offering a
    “catastrophic closing argument” that was a three-day “epic rant,
    devoid of purpose or focus[.]” (SP Opening Br. at 52-54.)
    Farrell’s personal interest in getting revenge against the
    government, Pelullo claims, conflicted and interfered with the
    duty to act in Pelullo’s best interests.
    Those examples may speak to Farrell’s level of
    competence, but they do not demonstrate any divergence
    between his interests and those of Pelullo. Zepp, 
    748 F.2d at 136
    . Farrell’s pugnacious approach was fully approved by
    Pelullo, and Farrell’s mistakes were, as the District Court
    noted, unsurprising in the course of “a very long trial[.]” (JAE
    at 529.) See Strickland, 
    466 U.S. at 689
     (warning against
    “second-guess[ing defense] counsel’s assistance after
    conviction or adverse sentence” and too readily deeming
    representation deficient in hindsight); United States v.
    Williams, 
    631 F.2d 198
    , 204 (3d Cir. 1980) (holding no
    ineffective assistance of counsel where defendant concurred in
    his counsel’s trial strategy). In fact, Pelullo sought out
    Farrell’s services precisely because of his aggressive defense
    style. That he got what he wanted but it didn’t produce the
    desired results does not mean he is free to call it
    constitutionally deficient advocacy now.
    The alleged conflict of interest affecting Farrell’s
    representation is significantly different from fact patterns in
    which an actual conflict has been found. In Government of
    81
    Virgin Islands v. Zepp, 
    748 F.2d 125
    , 136 (3d Cir. 1984), we
    reasoned that defense counsel should have withdrawn because
    he “could have been indicted for the same charges on which he
    represented [the defendant] … and … was a witness for the
    prosecution.” Farrell, by contrast, was under investigation for
    activities unrelated to Pelullo’s charges and had no personal
    stake in the success or failure of Pelullo’s defense. Nor does
    the trial record present a scenario in which the same United
    States Attorney’s Office prosecuted both the defendant and
    investigated his attorney. In such a situation, there is a clear
    motive for counsel to “temper[] his defense … in order to curry
    favor with the prosecution, perhaps fearing that a spirited
    defense … would prompt the Government to pursue the case
    against [him] with greater vigor.” United States v. Levy, 
    25 F.3d 146
    , 156 (2d Cir. 1994); see, e.g., Armienti, 
    234 F.3d at 824-25
     (ordering an evidentiary hearing on a potential conflict
    of interest because defense counsel was under investigation by
    the same United States Attorney’s Office prosecuting the
    defendant); United States v. McLain, 
    823 F.2d 1457
    , 1463-64
    (11th Cir. 1987) (holding that when counsel was under
    investigation by the same United States Attorney’s Office as
    his client an actual conflict of interest existed, warranting a
    new trial), overruled on other grounds as recognized by United
    States v. Watson, 
    866 F.2d 381
    , 385 (11th Cir. 1989).
    Pelullo argues that we should assume that the
    government attorneys here were aware of the grand jury
    investigation in the District of Maryland. He asks that we treat
    the two U.S. Attorneys’ offices as “one combined entity[,]”
    and thus conclude that he was prejudiced. (SP Opening Br. at
    77.) We do not accept that premise. See United States v.
    Pelullo, 
    399 F.3d 197
    , 218 (3d Cir. 2005) (declining to impute
    to the prosecution team constructive knowledge of information
    82
    held by a federal agency that was not involved in the
    investigation and prosecution of the case).
    Finally, the timeline belies Pelullo’s argument that
    Farrell began his representation of Pelullo “motivated by his
    own personal anima rather than the best interests of his client.”
    (SP Opening Br. at 45.) As Farrell testified, he was not aware
    of the investigation’s existence until halfway through trial, in
    either March or April of 2014. Without that knowledge, Farrell
    could not have begun his representation with the intention
    Pelullo attributes to him. Farrell’s consistently aggressive
    tactics suggest that his litigation strategy was not affected by
    his being under investigation but was rather a matter of style.
    We thus conclude that Farrell’s representation of Pelullo did
    not present an actual conflict.
    To the extent that Pelullo and Farrell had a potential
    conflict of interest, Pelullo needed to show that the potential
    conflict caused him prejudice. He has failed to do that.
    Strickland, 
    466 U.S. at 687
    . There is no reasonable probability
    he would have been acquitted in the absence of Farrell’s
    services, given the overwhelming evidence of his guilt. See 
    id.
    (“This requires showing that counsel’s errors were so serious
    as to deprive the defendant of a fair trial, a trial whose result is
    reliable.”).
    In short, Pelullo was not deprived of his Sixth
    Amendment right to the effective assistance of counsel and so
    is not entitled to a new trial.48
    48
    Because the District Court fully developed the record
    and did not err, Pelullo is not entitled to yet another evidentiary
    83
    C.     Convictions for RICO Conspiracy Under 
    18 U.S.C. § 1962
    (d)
    The jury convicted the Defendants of conspiring, in
    violation of RICO, to “conduct or participate … in” the affairs
    of an enterprise engaged in interstate commerce “through a
    pattern of racketeering activity[.]” 
    18 U.S.C. § 1962
    (c); 
    id.
    § 1962(d) (making it “unlawful for any person to conspire to
    violate any of the provisions of subsection … (c)”). RICO lists
    dozens of federal crimes and incorporates many state crimes
    that qualify as predicate “racketeering activit[ies.]” Id.
    § 1961(1). To constitute a “pattern[,]” there must be “at least
    two acts of racketeering activity[.]” Id. § 1961(5). Here, that
    meant, to be guilty of the conspiracy, each Defendant had to
    have agreed that he or his co-conspirators would perform two
    or more of the predicate acts listed in § 1961(1). The jury
    found, in response to special interrogatories, that Pelullo and
    Scarfo each agreed to the commission of eight such predicate
    acts, that William Maxwell agreed to the commission of seven,
    and that John Maxwell agreed to the commission of six. The
    Defendants raise claims of error related to the RICO
    conspiracy charge, but none is persuasive.
    hearing either.
    84
    1.     Constructive          Amendment            of
    Indictment49
    Scarfo complains to us about the verdict form’s special
    interrogatories. 50 According to Scarfo, the District Court
    violated his Fifth Amendment rights by constructively
    amending the indictment in the verdict form when it specified
    49
    We review for abuse of discretion a district court’s
    determination of whether to submit special interrogatories to a
    jury. United States v. Console, 
    13 F.3d 641
    , 663 (3d Cir.
    1993). While a properly preserved claim of constructive
    amendment or variance receives plenary review, we review for
    plain error when it is raised for the first time on appeal. United
    States v. Vosburgh, 
    602 F.3d 512
    , 531 (3d Cir. 2010). The test
    for plain error requires the appellant to show “(1) an ‘error’;
    (2) ‘that is plain’; (3) ‘that affect[ed] substantial rights’; and
    (4) that failure to correct the error would ‘seriously affect[ ] the
    fairness, integrity or public reputation of judicial
    proceedings.’” United States v. Defreitas, 
    29 F.4th 135
    , 144
    (3d Cir. 2022) (alterations in original) (quoting United States
    v. Olano, 
    507 U.S. 725
    , 732 (1993)).
    50
    Pelullo and John Maxwell both specifically adopt
    Scarfo’s argument “as to … shifting of RICO[.]” (SP Opening
    Br. at 223; JM Opening Br. at 49.) To the extent they intend
    to refer to Scarfo’s constructive amendment argument, their
    claims fail for the same reason as does Scarfo’s – namely, that
    the verdict form did not expand the potential bases for liability
    under the RICO charge beyond those listed in the indictment.
    William Maxwell, meanwhile, does not specifically adopt
    Scarfo’s argument, so he has forfeited it.
    85
    a particular group of racketeering activities applicable to each
    defendant.       Separately, he suggests that the special
    interrogatories made him seem comparatively more culpable
    than the codefendants for whom fewer predicate acts were
    listed, prejudicing him in the eyes of the jury and causing juror
    confusion. He did not raise those issues at trial, so we review
    for plain error.51 United States v. Duka, 
    671 F.3d 329
    , 352 (3d
    Cir. 2011).
    Eleven of the thirteen defendants were charged with
    engaging in a RICO conspiracy. That count in the indictment
    51
    Scarfo argues that his constructive amendment claim
    was preserved when his attorney raised the following concern
    in the District Court:
    [G]iven that it is a RICO conspiracy
    charge I think it would be worth reiterating with
    the jurors that all defendants are charged with the
    same RICO conspiracy charge because I think it
    is – I think it was a little bit unclear, given your
    remarks to them about the verdict form, that they
    may have concluded that some defendants are
    charged with different forms of – with different
    kinds of RICO conspiracy and I think that may
    generate some confusion.
    (JAC at 12498.) The District Court responded that the “verdict
    form itself” showed that all defendants were charged with the
    same RICO conspiracy and that the only difference among
    them was “in the predicate qualifying acts.” (JAC at 12498.)
    Scarfo at no point referenced the indictment nor mentioned
    constructive amendment or prejudice, so plain-error review is
    appropriate.
    86
    listed eight specific predicate acts, namely, mail fraud, wire
    fraud, bank fraud, obstruction of justice, extortion, interstate
    travel in aid of racketeering, money laundering, and securities
    fraud.
    The verdict form asked the jury to first indicate whether
    it found Scarfo and his alleged co-conspirators guilty or not
    guilty of RICO conspiracy. Below that, special interrogatories
    appeared under each defendant’s name, asking if the jury
    “unanimously find[s] that the government proved beyond a
    reasonable doubt” that the named defendant agreed to commit
    specified predicate acts. (GSA at 409-15.) The form provided
    “yes” or “no” spaces for the foreman to check for each
    predicate act. Some defendants were charged with different
    and fewer predicate acts than others were. For example,
    Scarfo’s name on the verdict form included all eight potential
    predicate acts (as it did in the indictment), while some of his
    co-conspirators had fewer predicate acts listed. The District
    Court instructed the jury that they needed to unanimously find
    an answer on the interrogatories regarding acts of racketeering
    activity but that they should not “answer these interrogatories
    until after [they] ha[d] reached [their] verdict.” (JAC at
    12390.)
    The Fifth Amendment requires that a defendant be tried
    only for crimes for which he has been indicted. See U.S. Const.
    amend. V; Stirone v. United States, 
    361 U.S. 212
    , 217 (1960).
    Accordingly, a court cannot later amend an indictment – either
    formally or constructively – to include new charges. Ex parte
    Bain, 
    121 U.S. 1
    , 6-9 (1887). A constructive amendment
    occurs when the court “broaden[s] the possible bases for
    conviction from th[ose] which appeared in the indictment.”
    United States v. McKee, 
    506 F.3d 225
    , 229 (3d Cir. 2007)
    87
    (citation and internal quotation marks omitted). For instance,
    an indictment is constructively amended if the jury instructions
    “modify essential terms of the charged offense” such that “the
    jury may have convicted the defendant for an offense differing
    from the offense the indictment returned by the grand jury
    actually charged.” United States v. Daraio, 
    445 F.3d 253
    , 259-
    60 (3d Cir. 2006).
    That did not take place here. The interrogatories
    required the jury to support their decision by identifying at
    least two predicate acts for each defendant, after determining
    whether the defendants were guilty of RICO conspiracy.
    Those interrogatories did not, as Scarfo argues, turn the
    predicate acts into elements of the RICO conspiracy. The
    indictment alleged that each defendant agreed to commit at
    least two predicate acts and listed all the predicates that later
    appeared in the interrogatories. If anything, the District Court
    narrowed, rather than “broaden[ed,] the possible bases for
    conviction” by instructing jurors to find each predicate act
    unanimously beyond a reasonable doubt and by removing
    certain predicate acts for some defendants. McKee, 
    506 F.3d at 229
    ; cf. United States v. Miller, 
    471 U.S. 130
    , 136 (1985)
    (“[T]he right to a grand jury is not normally violated by the fact
    that the indictment alleges more crimes or other means of
    committing the same crime [than are proven at trial].”). Scarfo,
    in fact, had the same eight predicate acts listed under his name
    on the verdict form as were charged in the indictment. For him,
    then, there was no difference at all between the indictment and
    the potential bases for conviction listed in the verdict form.
    Scarfo also argues that listing more predicates under his
    name than under his codefendants’ names was unfair and
    caused prejudice and juror confusion. The District Court’s
    88
    instructions remedied any potential problem, however, by
    clarifying to the jurors that they first needed to find each
    defendant guilty or not guilty before turning to the
    interrogatories as a check on their verdict. See United States v.
    Console, 
    13 F.3d 641
    , 663 (3d Cir. 1993) (noting that “an
    instruction to the jury to answer the [special] interrogatories
    [regarding RICO predicates] only after it votes to convict”
    “alleviat[es] the danger of prejudice to the defendant”).
    Moreover, any disparity between Scarfo and the other
    defendants was of his own making. There was evidence that
    he engaged in more criminal wrongdoing than some of his
    codefendants. Given his own conduct, he cannot now
    complain that he may have appeared more culpable before the
    jury than others did. We thus detect no error, much less plain
    error, in the formulation of the special interrogatories
    accompanying the RICO conspiracy charge.
    2.     Jury Instructions and Sufficiency of the
    Evidence
    Next, the Defendants challenge the jury instructions and
    the sufficiency of the evidence pertaining to the RICO
    conspiracy convictions, but they do so by attacking only one
    predicate act: extortion under the federal Hobbs Act.52 Their
    52
    Pelullo and William Maxwell set forth the challenges
    to the RICO conspiracy convictions that are addressed in this
    section. Their arguments were specifically adopted by each
    other and by John Maxwell, so the claims in this section apply
    to all three of those Defendants. Though Scarfo did not
    specifically adopt the other Defendants’ arguments and thus
    forfeited them, see supra note 19, we nonetheless refer to the
    89
    challenges thus fail for a simple reason: they do not address
    any of the other predicate acts that support those convictions,
    and each convicted Defendant had more than two such acts to
    their discredit, so the elimination of the Hobbs Act predicate
    makes no difference.53 Even if we agreed with their Hobbs Act
    arguments (which we do not), their convictions for RICO
    conspiracy are still supported by the other predicate acts found
    by the jury. See United States v. Pungitore, 
    910 F.2d 1084
    ,
    1107 (3d Cir. 1990) (“Thus, even if we deleted the [extortion]
    act, we would affirm the convictions” for RICO conspiracy.).
    Their convictions for RICO conspiracy thus stand.
    D.       Firearm Conspiracy Conviction Following
    Rehaif54
    Pelullo was charged with a conspiracy, in violation of
    
    18 U.S.C. § 371
    , having two objects: first, to provide firearms
    arguments in this subsection as belonging to “the Defendants”
    for the sake of simplicity.
    53
    Scarfo and Pelullo were each found to have agreed to
    all eight of the listed predicates. Supra p. 81. William
    Maxwell was found to have agreed to the commission of mail
    fraud, wire fraud, obstruction of justice, extortion, interstate
    travel in aid of racketeering, money laundering, and fraud in
    the sale of securities. John Maxwell was found to have agreed
    to the commission of mail fraud, wire fraud, extortion,
    interstate travel in aid of racketeering, money laundering, and
    fraud in the sale of securities.
    54
    “[U]npreserved Rehaif claims are subject to plain-
    90
    to felons (namely, Scarfo and himself), contrary to 
    18 U.S.C. § 922
    (d)(1), and, second, to unlawfully possess firearms as a
    felon, contrary to 
    18 U.S.C. § 922
    (g)(1). He objects to his
    conviction on that count and asserts that the government failed
    to allege in the indictment and prove at trial, under Rehaif v.
    United States, 
    139 S. Ct. 2191
     (2019), that he knew he was a
    felon when he possessed the guns. Even if that claim had merit,
    however, his challenge fails because he has not identified any
    error in his conviction as to the first object of the conspiracy –
    namely, to transfer firearms to felons in violation of
    § 922(d)(1). Because that is an independent and sufficient
    basis to affirm the guilty verdict on the conspiracy count, we
    need not, and do not, address whether there was error as to the
    second object of the conspiracy, the possession of firearms.
    In its investigation, the government seized a small
    arsenal of guns and ammunition from Pelullo’s and Scarfo’s
    homes, Pelullo’s office, and their yacht. It also collected
    evidence showing how Pelullo and Scarfo had acquired those
    weapons: for example, it uncovered Pelullo’s and the Maxwell
    brothers’ coordinated efforts to have John Maxwell drive a
    firearm across the country from Dallas to Scarfo’s home in
    New Jersey. See infra Section V.E.1. Since Pelullo and Scarfo
    had previously been convicted of felonies, neither of them was
    allowed to have a gun. As noted earlier, supra p. 8, Pelullo had
    convictions for bank fraud, making false statements in an SEC
    filing, and wire fraud, while Scarfo’s criminal record included
    a guilty plea for conducting an illegal gambling business. The
    government thus alleged in the indictment that Pelullo
    error review[.]” Greer v. United States, 
    141 S. Ct. 2090
    , 2099
    (2021).
    91
    unlawfully conspired both to violate § 922(d)(1) by providing
    firearms to Scarfo and himself and to violate § 922(g)(1) by
    possessing firearms.
    Pelullo focuses his arguments on the second object of
    the conspiracy charge, the § 922(g)(1) violation, but he does
    not argue that there was insufficient proof that he conspired to
    transfer firearms to Scarfo in violation of § 922(d)(1). That
    failure dooms his claim. In a “multiple-object conspiracy” like
    this one, a guilty verdict will stand so long as there is sufficient
    evidentiary support for any of the charged objects. Griffin v.
    United States, 
    502 U.S. 46
    , 47, 56-57 (1991). We may thus
    “affirm [Pelullo’s] conviction[] as long as we find that there
    was sufficient evidence with respect to one of the [two] alleged
    prongs of the conspiracy.” United States v. Gambone, 
    314 F.3d 163
    , 176 (3d Cir. 2003).
    Section 922(d)(1) makes it unlawful “to sell or
    otherwise dispose of any firearm … to any person” while
    “knowing or having reasonable cause to believe that such
    person” has been indicted for or convicted of “a crime
    punishable by imprisonment for a term exceeding one year[.]”
    That same mens rea (or guilty state of mind) – namely,
    “knowing or having reasonable cause to believe” that the
    recipient of the firearms is a convicted felon – also applies to
    cases, like this one, involving a conspiracy to violate
    § 922(d)(1). That is because the government cannot secure a
    conspiracy conviction without proving that the defendant had
    the mens rea required for the substantive offense that was the
    object of the conspiracy. See United States v. Alston, 
    77 F.3d 713
    , 718 (3d Cir. 1996). The Supreme Court’s Rehaif decision
    applied the “presumption in favor of scienter” (that is, a
    presumption of intent or knowledge of wrongdoing) to read
    92
    into § 922(g) a requirement that the defendant know his status
    as a member of a class of persons prohibited from having a
    firearm, but that has no bearing on § 922(d), which contains an
    express mens rea element. 
    139 S. Ct. at 2194-96
    ; see also 
    id. at 2209
     (Alito, J., dissenting) (arguing that the majority read
    into § 922(g) a mens rea element more stringent than the one
    that Congress explicitly required for § 922(d) charges).
    Perhaps it is no surprise that Pelullo does not challenge
    the § 922(d)(1) object of the conspiracy conviction, since
    overwhelming trial evidence shows that Pelullo knew or, at a
    minimum, had powerful cause to believe, that Scarfo was a
    felon when Pelullo conspired to transfer a firearm to him.
    Pelullo’s counsel explained to the jury, in his opening
    statement, that “[t]he reason why [Pelullo] helped Mr. Scarfo
    is because they’re both prior felons.” (JAC at 100.) Counsel
    leaned on Scarfo’s and Pelullo’s prior felonies as part of a
    narrative of rags to riches turned sour by government
    overreach, painting them as “two felons who were in business
    together that had a checkered past” who had turned their lives
    around to “mak[e] millions of dollars” in “legitimate” business.
    (JAC at 96.) In his closing argument, Pelullo’s counsel again
    emphasized to the jurors that Pelullo and Scarfo were “two
    convicted felons” who had supposedly “partner[ed] in good
    faith to succeed in business legitimately[.]” (JAC at 12805.)
    Moreover, as more fully described in the next section, infra
    Section V.E.1, the way in which Pelullo endeavored to procure
    a firearm for Scarfo by secretive means – having John Maxwell
    buy a gun in Texas and drive it halfway across the country to
    New Jersey and instructing him to avoid law enforcement
    officials along the way – demonstrates Pelullo well understood
    that Scarfo, as a prior felon, was prohibited from having
    firearms. Because there was sufficient evidentiary support for
    93
    the § 922(d)(1) object of the conspiracy count at issue, that in
    itself is enough to sustain the conviction, regardless of any
    potential Rehaif error associated with the § 922(g)(1) object.55
    55
    Pelullo also asserts that the Rehaif error entitles him
    to “complete dismissal of the indictment” or, at a minimum,
    vacatur of the RICO conspiracy conviction, since the
    indictment and the government’s case at trial relied heavily on
    the firearms. (3d Cir. D.I. 322 at 21-24.) But any Rehaif error
    here would not require automatic reversal of his conviction.
    Greer, 141 S. Ct. at 2100. Rather, because Pelullo did not
    object to the government’s mentions of the firearms (or the
    presence of the guns in the courtroom), he bears the burden, on
    plain-error review, of showing a “reasonable probability” that
    he would have been acquitted of the other charges but for the
    gun evidence. Id. at 2096-97. His conclusory claim of
    “extreme prejudice” due to a “changed … dynamic [at] trial”
    caused by the guns is insufficient to carry that burden. (3d Cir.
    D.I. 322 at 25.) It is also unsupported by the record. While the
    RICO conspiracy portion of the indictment mentioned the
    firearms, none of the charged racketeering predicate offenses
    had anything to do with the firearms conspiracy. And the case
    against Pelullo at trial on the other counts rested on a great deal
    more evidence than just his involvement with firearms –
    namely, the extensive testimonial and documentary proof of
    his leading role in the FirstPlus takeover scheme.
    94
    E.     Sufficiency of Evidence to Support William
    Maxwell’s Convictions
    1.     Conviction  for    Conspiracy  to
    Unlawfully Transfer or Possess a
    Firearm56
    William Maxwell disputes the sufficiency of the
    evidence supporting his conviction for conspiracy to
    unlawfully transfer a firearm.57 That count was brought under
    the general conspiracy statute, 
    18 U.S.C. § 371
    , which requires
    the government to prove “(1) an agreement between two or
    more persons to achieve an unlawful goal; (2) the defendant
    intentionally joined the agreement, with knowledge of its
    objective; and (3) an overt act taken in furtherance of the
    conspiracy by a co-conspirator.” United States v. Whiteford,
    
    676 F.3d 348
    , 357 (3d Cir. 2012). Insofar as William was
    concerned, the object of the alleged conspiracy was to get guns
    56
    William Maxwell moved before the District Court for
    judgment of acquittal on this count. We exercise plenary
    review over the denial of the motion, although “we view the
    evidence in the light most favorable to the government,
    mindful that it is the jury’s province (and not ours) to make
    credibility determinations and to assign weight to the
    evidence.” United States v. Richardson, 
    658 F.3d 333
    , 337 (3d
    Cir. 2011).
    57
    The same count also charged a conspiracy to
    unlawfully possess a firearm, but, as in the previous section, it
    is sufficient for us to concern ourselves with William’s efforts
    to transfer a firearm. See supra Section V.D.
    95
    into the hands of Scarfo and Pelullo, both of whom were
    convicted felons.
    The evidence supporting that count involved William’s
    brother John delivering a firearm from Dallas, Texas, to
    Scarfo’s home in Egg Harbor Township, New Jersey. The FBI
    recorded multiple wiretapped phone conversations between
    John and Pelullo as John made his way to New Jersey. In one
    call on September 6, 2007, John expressed his suspicion that
    he was being followed by “a chopper over-head” and “a black
    and white Suburban [that was] right behind [him] too.” (JAD
    at 6156.) They agreed that John should stop for lunch,
    presumably to avoid leading the suspected surveillance
    vehicles to Scarfo’s house. Later that day, John and Pelullo
    spoke again; John said he “talked to Bill [i.e., William
    Maxwell] and he[, William,] said it could be everything and it
    could be nothing. He said there’s no way of knowing. He
    said … just take whatever precautions that you [Pelullo]
    thought were best.” (JAD at 6168.) Months later, FBI agents
    executed a search warrant at Scarfo’s house in Egg Harbor
    Township and uncovered a gun that, according to an ATF
    report, John Maxwell purchased from a pawn and gun shop in
    Dallas on September 4, 2007.
    William Maxwell claims that the only evidence tying
    him to the firearm delivery – the call in which John told Pelullo
    about his conversation with William – was insufficient to bring
    William within the conspiracy to have the firearm transferred
    to or possessed by Pelullo or Scarfo. We take that as an
    argument that the government failed to furnish sufficient
    evidence of the second element of a conspiracy under 
    18 U.S.C. § 371
    : that William intentionally joined an agreement
    with knowledge of its objective. Whiteford, 
    676 F.3d at 357
    .
    96
    But considering that phone call, as we must, in the light most
    favorable to the jury’s verdict, it is enough. United States v.
    Richardson, 
    658 F.3d 333
    , 337 (3d Cir. 2011). From John’s
    statement on the phone that he “talked to Bill” about the
    suspected surveillance vehicles (JAD at 6168), a rational trier
    of fact could have found that William had knowledge of John’s
    illicit objective to deliver the firearm. See United States v.
    Caraballo-Rodriguez, 
    726 F.3d 418
    , 431 (3d Cir. 2013) (en
    banc) (“[A]lthough the prosecution must prove the defendant’s
    knowledge of the conspiracy’s specific objective, that
    knowledge need not be proven by direct evidence.”). And a
    rational jury could also have found, from John’s statement
    noting William’s shared concern about the possibility of
    surveillance and the advice he gave about the precautions to
    take (or at least whose precautions to follow), that William was
    in on the agreement. See United States v. McKee, 
    506 F.3d 225
    , 241 (3d Cir. 2007) (“A defendant’s knowledge and intent
    may be inferred from conduct that furthered the purpose of the
    conspiracy.”). Although thin, there was thus sufficient
    evidence as to the second element of the charge – that William
    intentionally joined the conspiracy, knowing of its objective.58
    58
    The evidence of the first and third elements of a
    conspiracy was also sufficient, and William does not
    meaningfully contest those elements. As to the first, the
    multiple wiretapped phone calls between John and Pelullo as
    John made his way to New Jersey, plus John’s call with
    William, supported a finding that an agreement existed for
    John to deliver a firearm to Scarfo’s home, where it would be
    possessed unlawfully by Scarfo or Pelullo. See United States
    v. McKee, 
    506 F.3d 225
    , 238 (3d Cir. 2007) (permitting
    circumstantial proof of agreement “based upon reasonable
    97
    2.     Convictions for Wire Fraud and
    Conspiracy to Commit Wire Fraud59
    William Maxwell also disputes the sufficiency of the
    evidence supporting his guilty verdict on sixteen counts of wire
    fraud and one count of conspiracy to commit wire fraud. Those
    counts were predicated on William’s involvement in two
    schemes to defraud FirstPlus, namely by causing the company
    to pay substantial sums to Pelullo’s and Scarfo’s sham
    businesses, and by causing the company to purchase other
    Pelullo- and Scarfo-owned businesses at vastly inflated prices.
    inferences drawn from actions and statements of the
    conspirators or from the circumstances surrounding the
    scheme”). And as to the third element, John’s purchase of the
    firearm and his cross-country drive to deliver it are certainly
    overt acts taken in furtherance of the conspiracy. See 
    id. at 243
    (“[A]n overt act of one conspirator is the act of all[.]”).
    59
    Because William Maxwell did not move at trial for a
    judgment of acquittal supporting these convictions, we review
    for plain error. See supra note 49. We look for “a manifest
    miscarriage of justice[.]” United States v. Burnett, 
    773 F.3d 122
    , 135 (3d Cir. 2014) (citation omitted). “[T]he record must
    be devoid of evidence of guilt or the evidence must be so
    tenuous that a conviction is shocking.” 
    Id.
    Pelullo and John Maxwell purport to adopt William’s
    arguments on this issue, but William’s arguments pertain
    specifically to his particular conduct supporting the
    convictions, and adoptions “that concern an argument specific
    to the arguing party will not be regarded[.]” United States v.
    Williams, 
    974 F.3d 320
    , 374 n.41 (3d Cir. 2020).
    98
    To prove wire fraud, the government needed to show “(1) the
    defendant’s knowing and willful participation in a scheme or
    artifice to defraud, (2) with the specific intent to defraud, and
    (3) the use of interstate wire communications in furtherance of
    the scheme.” United States v. Andrews, 
    681 F.3d 509
    , 518 (3d
    Cir. 2012) (citation, internal quotation marks, and alteration
    omitted). As for the charge of conspiracy to commit wire
    fraud, once again that required the government to prove “(1) a
    conspiracy existed; (2) the defendant knew of it; and (3) the
    defendant knowingly and voluntarily joined it.” United States
    v. Wheeler, 
    16 F.4th 805
    , 819 (11th Cir. 2021) (citation
    omitted). William does not focus his attack on the evidence
    supporting any particular element; he instead claims that he
    only did “as directed[.]”60 (WM Opening Br. at 34-36.) But
    the trial evidence against him belies that attempted evasion.61
    There was, for example, plenty of evidence to support
    the jury’s finding that William Maxwell participated in the
    scheme to defraud FirstPlus by causing the company to funnel
    money to Pelullo and Scarfo. Evidence at trial showed that
    FirstPlus gave to William, as “Special Counsel,” the authority
    “to retain any and all consulting firms, in [his] sole discretion”
    and compensated him $100,000 per month plus expenses for
    his efforts. (JAD at 1653-56.) With that authority, he retained
    60
    Specifically, he is referring to the jury’s verdict with
    respect to Counts 4 through 16.
    61
    William Maxwell tries to resist any such conclusion
    by pointing to instances in which he provided legitimate legal
    services for FirstPlus. But evidence of legal conduct does not
    negate the evidence of other, illegal conduct.
    99
    Seven Hills (Pelullo’s company) pursuant to a consulting
    agreement in which Seven Hills was given authority to “run the
    entire operation of FirstPlus Financial Group and its
    subsidiaries” in exchange for $100,000 per month plus
    expenses. (JAC at 3755.) Seven Hills then turned around and
    retained LANA (Scarfo’s company), whereby LANA would
    receive $33,000 of Seven Hills’s $100,000 per month, plus
    expenses, to perform identical duties as Seven Hills, although
    it was clear that LANA was not actually going to perform any
    of those duties, nor was Seven Hills. William was the one who
    made those payments happen: he received monthly expense
    reports from Seven Hills and would coordinate and then issue
    payments for those expenses by wire transfer on behalf of
    FirstPlus from his attorney trust account.
    William also disputes the sufficiency of the evidence of
    his participation in the purchases of Rutgers and Globalnet.62
    But he fails on that score too. When Pelullo bullied Kenneth
    Stein into drafting inflated business valuations for Rutgers and
    Globalnet, it was actually William Maxwell who signed the
    engagement letter formally hiring Stein, with Pelullo operating
    behind the scenes. And when Stein was compensated for his
    services, the payment came via wire transfer from William’s
    law firm account. Moreover, William participated in a
    discussion that resulted in the inclusion of a false statement in
    FirstPlus’s 10-K regarding its acquisitions of Rutgers and
    Globalnet from Seven Hills and LANA. When those deals
    came together, Pelullo had lawyers working on both sides of
    the transaction. Nevertheless, FirstPlus falsely claimed in its
    62
    Specifically, he is referring to the jury’s verdict with
    respect to Counts 17 through 19.
    100
    10-K that the acquisitions of Rutgers and Globalnet were
    “arms-length” deals, notwithstanding William’s unsupported
    assertion to the contrary. (JAD at 2771.)
    In sum, evidence of William’s participation in the wire
    fraud counts and the wire fraud conspiracy was neither lacking
    nor so “tenuous” as to render the convictions “shocking.”
    United States v. Burnett, 
    773 F.3d 122
    , 135 (3d Cir. 2014). In
    fact, it was quite the opposite. His convictions on the wire-
    fraud related counts are amply supported by the trial record.
    F.     Juror Issues63
    1.     Background
    Toward the end of trial and through jury deliberations,
    the District Court confronted a number of jury-related
    issues, ranging from scheduling concerns to allegations of
    juror misconduct.
    63
    Scarfo and John Maxwell set forth the challenges to
    the jury-related issues that are addressed in this section.
    Scarfo’s argument was specifically adopted by John Maxwell
    and Pelullo – and it effectively includes everything raised by
    John – so the challenges to these jury-related issues apply to all
    three of those Defendants. William Maxwell specifically
    adopted John’s arguments, addressed, infra, in Sections V.F.2
    and V.F.5, but not the remaining arguments raised only by
    Scarfo, which he has thus forfeited. See supra note 19. We
    nonetheless refer to the arguments in this section as belonging
    to “the Defendants” for the sake of simplicity.
    101
    By mid-June 2014, closing arguments in the case were
    under way. On the morning of June 16, the Court and parties
    anticipated that the summation for one of the defendants,
    David Adler, would continue where it had left off the previous
    day. Before the jury was brought in, however, the District
    Court notified the parties that Juror #8 was “distraught,”
    worrying that “her name is known and, therefore, her family’s
    name is known.” (JAC at 13557.) The Court expressed its
    opinion that Juror #8 should be excused because “[s]he says
    she can no longer be fair and impartial.” (JAC at 13557.) The
    Court also disclosed that it had spoken with Juror #8 about
    similar concerns “three or four weeks ago[,]” and, at the time,
    she had expressed a willingness “to try to see [the case] to the
    end.” (JAC at 13557.) But Juror #8’s anxiety continued to
    grow, and the Court decided that, after she voiced her concerns
    again, it “d[id]n’t see any choice but to let her go.” (JAC at
    13557.) The government agreed with the Court that Juror #8
    should be excused. The Defendants’ attorneys did as well,
    though they requested that she be instructed to not tell the other
    jurors the reason for her being excused. Their request was
    heeded: the Court confirmed with Juror #8 that she had not
    expressed her concerns to other jurors, and, when the Court
    notified the remaining jurors that Juror #8 had been excused
    and an alternate would take her place, it did not explain why.
    The Defendants also asked whether a record had been created
    to document Juror #8’s concerns, which the Court confirmed
    had been done. The trial record includes the transcript of an in
    camera conversation with Juror #8 earlier that day, in which
    Juror #8 asked to be excused for the same reasons relayed by
    the Court to the parties.
    The jury started its deliberations two days later, on
    June 18. Several days later, another juror had to be excused.
    102
    Juror #12 had a prepaid vacation starting on June 28, and
    pursuant to the Court’s earlier promise to honor all jurors’
    prepaid vacation plans, Juror #12 was to be excused on
    June 27, a Friday, if the jury was still deliberating. The Court
    allowed the parties to choose whether to “go with eleven after
    [Juror #12] leaves or [to] substitute alternate number one in her
    place.” (JAC at 14000.) On the Tuesday of Juror #12’s last
    week, however, the jury asked the Court – and the Court
    agreed – to give them Fridays off from deliberations in light of
    employment hardships, which moved up Juror #12’s last day
    to June 26. The Court then notified the parties of the requested
    schedule change and the effect it would have on the jury
    composition and deliberations:
    [I]t’s the consensus of the jury they not
    work Friday at all. Now, obviously that means
    juror number twelve’s last day will be
    Thursday. … They all understand that if they
    don’t have a verdict when 12 leaves, they’re
    going to get an alternate in there, have to start
    again next week. …
    So we’re not working Friday and you
    know tomorrow we’re ending early. … It’s tense
    in there, which is not unexpected, given the
    length of this trial and the issues that they have
    to decide. We put a terrible burden on them with
    a hundred and seventy questions in the
    questionnaire and they seem to be working
    through it. But it’s tense and I don’t think you’re
    going to have a verdict this week. I could be
    wrong, but I don’t think so. That’s just my guess
    at this point.
    103
    (JAC at 14002-03.)
    That Thursday, Juror #12’s last day, Scarfo’s and
    Adler’s attorneys raised concerns about what the jury believed
    would be the effect of Juror #12’s excusal on the jury
    composition and its deliberations. Specifically, they were
    concerned that the jury’s knowledge of Juror #12’s excusal
    would put pressure on them to reach a verdict before she left –
    particularly if they knew that, were an alternate to replace her,
    their deliberations would have to start anew. Although the
    attorneys conceded that an instruction to start deliberations
    anew was required once the alternate was seated, see Fed. R.
    Crim. P. 24(c)(3),64 they wanted to ensure that the instruction
    wasn’t given until the alternate was actually seated, so as not
    to put pressure on the jury to reach a verdict before the
    replacement occurred. In fact, the attorneys were concerned
    that the Court may have already told the jury about starting
    anew earlier that week, when the jurors had asked not to
    deliberate on Fridays.
    Upon hearing those concerns, the Court said it was
    “positive [the jurors] know that there will be a substitution”
    upon Juror #12’s excusal (JAC at 14018), but it was unsure
    whether the jury had been told that seating an alternate would
    require their deliberations to begin again. The Court
    acknowledged, however, that it likely had instructed the
    alternates “that the deliberations would have to start over again
    because of a new juror” and that “the new juror has a right to
    64
    Rule 24(c)(3) provides, in relevant part: “If an
    alternate replaces a juror after deliberations have begun, the
    court must instruct the jury to begin its deliberations anew.”
    104
    be heard on all the issues in the case.” (JAC at 14020.)
    Scarfo’s attorney then raised another concern: the alternates
    may have relayed that message to the jurors while being
    transported to and from the courthouse together. The Court
    agreed that such conversations were possible but that they
    would have violated the daily instruction to jurors and
    alternates to not talk about the case. Ultimately, the
    Defendants noted for the record their objections “to the extent
    that this jury understands at this point that they will be required,
    in the event of a substitution for juror number 12, to restart their
    deliberations.”      (JAC at 14021.)           Nevertheless, they
    acknowledged there was likely no in-the-moment remedy to
    their concerns, and the Court did not attempt to fashion one.
    Later that same day, the jury passed a note to the Court:
    “We are unanimous on some counts, but we are not unanimous
    yet on others. Are we under a time constraint to reach
    unanimity?” (D.I. 1115 (single and double underlining in
    original).) The Court proposed to the parties that the jury
    simply be told it was under no time constraint. The Defendants
    supported that idea, but the government requested an
    instruction that the jury was allowed to reach a partial verdict.
    After some discussions, the Court opted for the shorter answer
    and told the jury there was no time constraint. It then excused
    Juror #12 for her vacation and sent the rest of the jury home for
    the weekend without receiving a verdict. With the jury gone,
    the parties agreed to have the Court empanel an alternate juror
    the following week instead of allowing an eleven-juror
    deliberation.
    Before deliberations began the following Monday
    morning, Juror #7 had an in camera conversation with the
    Court to voice her “frustration” with deliberations because
    105
    other jurors were “shutting [her] down” when she disagreed
    with them. (NSA at 18.) Apparently, the other jurors’ “minds
    [were] made up[,]” and they were unwilling to debate certain
    issues any further. (NSA at 18, 20.) She further explained that
    “two cli[ques]” had arisen among the jury by virtue of the two
    different vans that transported jurors and alternates to and from
    the courthouse each day. (NSA at 18-19.) She was also
    offended when the alternate who was set to replace Juror #12
    was told by another juror, “[W]elcome to hell.” (NSA at 19.)
    Nevertheless, despite her concerns, she assured the Court,
    when asked, that she could remain fair and impartial as the
    deliberations continued.
    The parties were promptly provided both a transcript of
    that in camera conversation and an opportunity to react.
    Manno asked the Court to remind the jurors, “as a cautionary
    measure,” that they could not discuss the case without all
    twelve jurors present and that they faced no time constraint on
    their deliberations. But the Court thought the reminders were
    unnecessary: a warning was given each day that the jury was
    not to discuss the case outside the jury room, and the Court had
    told the jurors the prior week, in response to their note, that
    they were under no time constraints.65
    65
    While the parties were on the topic of cliques within
    the jury, Scarfo’s attorney disclosed on the record that, over a
    month ago, he had seen a juror and an alternate having dinner
    together at a nearby restaurant but felt that it “was perfectly
    appropriate, given the fact that friendships develop.” (JAC at
    14068-69.) On appeal, the Defendants flag that disclosure in a
    footnote and point out that the Court “did not inquire into the
    nature of the jurors’ outside-the-courthouse relationship” (NS
    106
    While the parties were all gathered in the courtroom,
    Scarfo’s attorney took the opportunity to move for a mistrial,
    arguing that the previous week had put pressure on the jury to
    reach a verdict before Juror #12’s excusal that would spill over
    into further deliberations, forcing the replacement juror to “be
    subject to the will of those jurors who are already deliberating.”
    (JAC at 14069-72.) The Court denied that motion because the
    jury had not delivered any verdicts the prior week and the
    Court, upon empaneling Juror #12’s replacement, would
    instruct the jury to start deliberations over again. The jury then
    came out, and, as promised, the Court empaneled Juror #12’s
    replacement and instructed the jury to start its deliberations
    anew.66
    The Court also distributed twelve clean verdict sheets to
    the jurors and allowed them to dispose of any previous sheets
    or notes if they wanted to. That evening, the jurors handed
    their old verdict sheets to the Court for disposal. Pelullo’s
    attorney later expressed concern that the old verdict sheets had
    been in the jury room during their Monday deliberations with
    the replacement juror and therefore may have influenced the
    Opening Br. at 121 n.41), but they do not argue that the Court
    committed reversible error.
    66
    Just before the replacement juror was empaneled,
    Pelullo’s attorney objected to the replacement (despite
    agreeing to it the previous Friday), asking the Court to exercise
    its discretion to allow the existing jury to continue
    deliberations with only eleven jurors. The Court overruled the
    objection.
    107
    newly constituted jury. He asked the Court to preserve the old
    verdict sheets for the parties to examine, but the Court
    explained that they had already been destroyed.
    The following morning, Tuesday, July 1, the Court
    notified the parties that it had received three more notes from
    jurors with upcoming vacation plans, the earliest of which did
    not start until July 8. After raising multiple options for
    accommodating those plans without losing the jury, the Court
    and the parties agreed simply to let deliberations play out for
    the week and to defer any decision until the next week, when
    the vacations would actually start.67
    More jury issues arose on Wednesday, July 2. An
    alternate notified the Court in camera of an incident that
    occurred the previous afternoon as the jurors were transported
    back to their cars. In the transport van, the alternate heard three
    jurors discussing one of the Court’s instructions and some facts
    in the case. The alternate told them that the conversation was
    inappropriate and that they should stop. The three jurors then
    whispered for the remainder of the trip, so the alternate could
    not make out what they were saying.
    67
    Scarfo’s attorney raised another concern the next day,
    namely that the jury might again feel pressure to reach a verdict
    before the next juror’s vacation, given that they had previously
    learned after Juror #12’s departure that they had to start
    deliberations anew when jurors were replaced by alternates.
    He conceded, however, that he could not propose a good
    solution to his concern, and the Court did not take any action.
    108
    The Court relayed that in camera conversation to the
    parties and gave them an opportunity to research the issue and
    consider possible remedies. The government proposed simply
    giving another reminder to the jury that their deliberations must
    stay in the jury room. The Defendants, on the other hand,
    wanted to question the alternate and the three jurors on the
    conversation in the van. They also wanted to question the
    entire jury on any other conversations outside the jury room
    that occurred during trial and deliberations, and on whether
    they formed opinions from those conversations. 68 The
    Defendants apparently believed that there were bigger
    problems unfolding in the jury room, claiming that the
    combination of the conversation in the van and Juror #7’s vocal
    frustrations earlier in the week raised the possibility that the
    jury was deliberating in separate cliques and not altogether in
    the jury room. The Court denied the Defendants’ requests,
    concluding that the negative effects of interrupting
    deliberations would outweigh the potential benefits of further
    inquiry, particularly where the alleged misconduct was only an
    intra-jury communication, not an extra-jury influence.
    The jury returned its verdict the next day, July 3.
    68
    Because the Court’s conversation with the alternate
    had not been transcribed, the Defendants also requested that it
    produce a transcription for all future judge-juror conversations.
    109
    2.     Disclosure of the District Court’s First
    Conversation with Juror #869
    As noted earlier, the District Court disclosed to the
    parties that Juror #8 feared the disclosure of her identity and
    potential retaliation, which she voiced to the Court outside the
    presence of the parties. The Court’s disclosure came after its
    second conversation with Juror #8, so the Defendants now fault
    the Court for failing to disclose Juror #8’s concerns after the
    first conversation, which occurred “three or four weeks” prior.
    (JAC at 13557.) According to the Defendants, they were
    “stripped of an opportunity to be heard” when the issue of Juror
    #8’s fear first arose. (NS Opening Br. at 155.) They claim
    that, had they been given that opportunity, they would have
    immediately moved to remove her from the jury. Instead, Juror
    #8 continued to serve an additional three or four weeks,
    creating what the Defendants describe as an “overwhelming”
    “likelihood” that the rest of the jury “learned of Juror #8’s fear
    that harm would inevitably come to her or her family upon
    rendering a verdict[.]” (NS Opening Br. at 156.) The
    Defendants therefore claim that the Court’s initial silence
    amounted to a violation of Federal Rule of Criminal Procedure
    43, the Due Process Clause of the Fifth Amendment, and the
    Confrontation Clause of the Sixth Amendment, since it
    effectively prevented them from being contemporaneously
    69
    We review for harmless error a district court’s denial
    of a criminal defendant’s right to be present at every stage of
    his or her criminal proceeding. United States v. Toliver, 
    330 F.3d 607
    , 611-12 (3d Cir. 2003).
    110
    involved in their trial proceedings. United States v. Toliver,
    
    330 F.3d 607
    , 611 (3d Cir. 2003).
    The Defendants are correct that they generally have the
    “right to be present in the courtroom at every stage of [their]
    trial.” Illinois v. Allen, 
    397 U.S. 337
    , 338 (1970) (under the
    Confrontation Clause); accord United States v. Bertoli, 
    40 F.3d 1384
    , 1397 (3d Cir. 1994) (under the Due Process Clause);
    Fed. R. Crim. P. 43(a)(2) (“[T]he defendant must be present
    at … every trial stage[.]”). But that right is not absolute. While
    we have “stress[ed] the advisability of having counsel present
    for all interactions between the court and jurors,” United States
    v. Savage, 
    970 F.3d 217
    , 242 (3d Cir. 2020), “[t]he defense has
    no constitutional right to be present at every interaction
    between a judge and a juror[.]” United States v. Gagnon, 
    470 U.S. 522
    , 526 (1985) (citation and internal quotation marks
    omitted). To guarantee an absolute right would run counter to
    the “day-to-day realities of courtroom life” because “[t]here is
    scarcely a lengthy trial in which one or more jurors do not have
    occasion to speak to the trial judge about something, whether
    it relates to a matter of personal comfort or to some aspect of
    the trial.” Rushen v. Spain, 
    464 U.S. 114
    , 118-19 (1983) (per
    curiam). Still, “[w]hen an ex parte communication [between
    judge and juror] relates to some aspect of the trial, the trial
    judge generally should disclose the communication to counsel
    for all parties.” 
    Id. at 119
    .
    It may have been less than ideal for the District Court
    not to notify the parties of the first communication with Juror
    #8 until after speaking with her again three or four weeks later.
    The Supreme Court has instructed trial courts to “promptly”
    notify the parties after a communication from a juror. 
    Id.
     at
    117 n.2. And it would have been better for the first
    111
    communication to have been transcribed, which is “our
    preference [for] such interactions[.]” Savage, 970 F.3d at 242.
    It was on a relevant topic bearing directly on Juror #8’s ability
    to remain fair and impartial while she heard evidence. See
    Rushen, 
    464 U.S. at 119
     (noting that disclosure is proper when
    the communication “relates to some aspect of the trial”).
    Although the Defendants’ attorneys did not necessarily need to
    be present for Juror #8’s first communication with the Court,
    Gagnon, 
    470 U.S. at 526
    , the better course would have been to
    consult them after the communication and to give them a
    chance to participate in the decision-making on how to
    proceed. Cf. Toliver, 
    330 F.3d at 616
     (“[B]y not informing
    counsel of the jury’s note [requesting a specific transcript]
    before responding, the trial judge foreclosed any opportunity
    for the defense to argue against submitting the testimony at all,
    or at least to argue that the transcript should include relevant
    portions of cross-examination.”).
    But even if the Court’s delay were seen as error, it was
    harmless. 
    Id. at 613
    . The Defendants’ complaint is that the
    delay gave Juror #8 a chance to express her fears to her fellow
    jurors and thus infect the entire jury with fearful bias against
    the Defendants. But they do nothing more than speculate that
    other jurors learned of Juror #8’s fear of retaliation. In fact, the
    record supports the opposite conclusion: in response to
    concerns raised by the Defendants’ attorneys, the Court
    “inquire[d] again as to whether or not [Juror #8] made any
    comments to any of the jurors about the reasons why she can’t
    continue” and confirmed that Juror #8 “ha[d] not made any
    comments at all to other jurors.” (JAC at 13562.) The
    Defendants’ “sheer speculation” to the contrary cannot
    substantiate their claim that they were harmed by the late
    112
    disclosure of the first conversation the Court had with Juror #8.
    United States v. Provenzano, 
    620 F.2d 985
    , 997 (3d Cir. 1980).
    3.      Purported Coercion of the Jury by the
    District Court70
    The Defendants question the validity of the verdict in
    light of supposed coercion of the jury. In particular, the
    Defendants claim that the jury believed it was under time
    constraints to reach a verdict after deliberations started, largely
    brought on by the forthcoming departure of certain jurors for
    their prepaid vacations. According to the Defendants, the jury
    believed it would have to start deliberations anew each time a
    juror was excused, so the jurors felt rushed to reach a verdict
    before more jurors could be excused. Combining that prospect
    with the fact that the trial had already lasted months longer than
    originally promised, the Defendants say the jury was coerced
    by the District Court into reaching its verdict quickly.
    It is true that “a trial judge may not coerce a jury to the
    extent of demanding that they return a verdict.” United States
    v. Jackson, 
    443 F.3d 293
    , 297 (3d Cir. 2006) (citation and
    internal quotation marks omitted).           “We will find a
    supplemental charge to be unduly coercive, however, only
    where the charge caused the jury to be influenced by concerns
    irrelevant to their task and where the jury reached its
    70
    “In reviewing jury instructions, we consider the legal
    standard stated in the instructions de novo, but apply an abuse
    of discretion standard as to the specific wording of the
    instructions.” United States v. Boone, 
    458 F.3d 321
    , 326 (3d
    Cir. 2006).
    113
    subsequent verdict for reasons other than the evidence
    presented to it.” United States v. Boone, 
    458 F.3d 321
    , 326 (3d
    Cir. 2006) (citation, internal quotation marks, and alterations
    omitted). Thus, undue coercion from a trial court “generally
    involve[s] substantial and explicit pressure from the court for
    a verdict or for a particular result.” 
    Id. at 327
    .
    That is why instructions are permissible when they, for
    example, merely remind jurors of their oaths or simply explain
    that disagreement would result in retrial. 
    Id. at 326-27
    ; cf.
    Jackson, 
    443 F.3d at 298
     (coercive charge when the court
    “goes further and unduly emphasizes the consequences, i.e.,
    time, toil, or expense, that will accompany a failure to arrive at
    a[] unanimous verdict”). Similarly, when it comes to jurors’
    understanding of the length of deliberations, we have drawn a
    distinction between impermissible “affirmative coercive
    conduct” by the court – such as reminding the jury of the
    approaching weekend – and a permissible failure to address a
    question about an approaching holiday. United States v.
    Graham, 
    758 F.2d 879
    , 883-85 (3d Cir. 1985) (“The
    impending holiday of and by itself is an insufficient additional
    factor to render the district court’s order for further
    deliberations coercive.”).
    With respect to the original jury – before Juror #12 was
    excused – the Defendants cannot complain of any coerced
    verdict. For one, the record does not clearly support the
    Defendants’ claim that the jury knew it would have to start
    deliberations anew after Juror #12 was replaced. The
    Defendants latch onto the District Court’s concession that it
    told alternates that the deliberations would start anew if they
    replaced a juror, speculating that the alternates relayed that
    message to the jurors, in direct contravention of the Court’s
    114
    order not to discuss the case outside deliberations.71 But we
    assume that jurors follow instructions. Francis v. Franklin,
    
    471 U.S. 307
    , 324 n.9 (1985).
    More clear – though still not entirely so – is the District
    Court’s statement to the parties that the jurors “all understand
    that if they don’t have a verdict when [Juror #]12 leaves,
    they’re going to get an alternate in there, have to start again
    next week.” (JAC at 14002.) But regardless of the jury’s
    understanding of the consequences of Juror #12’s excusal, the
    fact remains that it did not return a verdict before Juror #12 was
    replaced by an alternate and the jury was instructed to start
    over. The Defendants cannot complain about a coerced verdict
    when there was no verdict at all at that point. See Jackson, 
    443 F.3d at 297
     (supplemental charges were coercive when they
    “caused” the jury to be influenced by irrelevant concerns and
    reach a verdict for reasons other than the evidence presented
    (emphasis added) (citation omitted)).
    After Juror #12 was replaced, the jury may well have
    believed that deliberations would have to start anew again if
    71
    And because the Defendants simply speculate that
    alternates told jurors about starting deliberations anew upon a
    substitution, we disagree with the Defendants that the Court
    had an obligation to conduct a hearing to determine the
    existence of improper contact between jurors and alternates.
    See United States v. Console, 
    13 F.3d 641
    , 669 (3d Cir. 1993)
    (holding that “[t]here is no obligation for the judge to conduct
    an investigation” if there is no “reason to believe that jurors
    have been exposed to prejudicial information” (citation and
    internal quotation marks omitted)).
    115
    another juror was replaced. Even though other options were
    available and considered here,72 the jurors saw what happened
    after Juror #12 was replaced – the Court instructed them,
    pursuant to Federal Rule of Criminal Procedure 24(c)(3),73 to
    start over – and they could have “assum[ed] that substitution
    was the only option[.]” (NS Opening Br. at 123.) But that
    assumption, without more, does not amount to coercion. Other
    than complying with Rule 24(c)(3), the District Court
    undertook no “affirmative coercive conduct” that would put
    pressure on the jury to reach a verdict by a certain deadline.
    Graham, 
    758 F.2d at 885
    . The Defendants point to no instance
    in which the Court imposed any “pressure … for a verdict or
    for a particular result.” Boone, 
    458 F.3d at 327
    . Without any
    other indicia of coercion, the Defendants effectively invite us
    to deem a use of Rule 24(c)(3) to be coercive per se, for the
    message it sends to a newly constituted jury.74 We decline that
    invitation.
    72
    “The Federal Rules of Criminal Procedure currently
    provide courts three options after excusing a juror for good
    cause during deliberations: (1) declare a mistrial; (2) proceed
    with eleven jurors; or (3) seat an alternate.” United States v.
    James, 
    955 F.3d 336
    , 346 (3d Cir.) (citation, internal quotation
    marks, and alterations omitted), cert. denied, 
    141 S. Ct. 329
    (2020).
    73
    See supra note 64.
    74
    The Defendants emphasize the lack of evidence that
    the jury was not coerced by an understanding that deliberations
    would start anew with another replacement. But the burden of
    showing error remains with them. See United States v.
    116
    4.     Purported Coercion of the Substituted
    Juror by Other Jurors75
    The Defendants also complain about a different type of
    juror coercion: pressure from other jurors on the alternate who
    replaced Juror #12. They claim that the alternate confronted
    “outward hostility from the deliberating jurors” just prior to
    being empaneled and that the initial jury had already reached
    unanimity on certain issues before he joined. (NS Opening Br.
    at 133-34.) Together, those supposed facts leave the
    Defendants with “little doubt that the Alternate felt pressure to
    comply with previously made decisions and acquiesce to the
    majority’s previous determinations as to guilt and innocence.”
    (NS Opening Br. at 138.) And that pressure was allegedly
    reflected in the timing of the verdict, returned three days after
    the alternate was empaneled, when contrasted against the seven
    days that the original jury deliberated. The District Court’s
    decision to empanel the alternate under such coercive
    conditions was an abuse of discretion, claim the Defendants,
    and so requires reversal.
    Juror coercion can indeed arise not only from trial court
    instructions but also from other jurors who are forced to start
    deliberations anew with an alternate. See Claudio v. Snyder,
    Jackson, 
    443 F.3d 293
    , 297 (3d Cir. 2006) (“[The defendant]
    must show that the Court’s action was ‘arbitrary, fanciful or
    clearly unreasonable.’” (citation omitted)).
    75
    “We review for abuse of discretion a district court’s
    decision to dismiss a juror and to impanel an alternate juror.”
    United States v. Glover, 
    681 F.3d 411
    , 422 (D.C. Cir. 2012).
    117
    
    68 F.3d 1573
    , 1575-77 (3d Cir. 1995); e.g., United States v.
    Lamb, 
    529 F.2d 1153
    , 1156 (9th Cir. 1975) (en banc). When
    an alternate is empaneled after jury deliberations have
    commenced, it is not unnatural to worry “that the 11 original
    regular jurors may have already made up their minds to convict
    and, together, may coerce the alternate juror into joining in
    their position.” United States v. Kopituk, 
    690 F.2d 1289
    , 1310
    (11th Cir. 1982).
    But precautions are available to limit that potentially
    coercive dynamic. In Claudio v. Snyder, we affirmed the
    denial of habeas relief when, in the petitioner’s state-court trial,
    an alternate replaced a juror after deliberations had
    commenced. 
    68 F.3d at 1574, 1577
    . Although the manner of
    replacement violated a state procedural rule prohibiting
    substitutions after the start of deliberations, we followed our
    sister circuits in holding that, as a federal constitutional matter,
    such a substitution “does not violate the Constitution, so long
    as the judge instructs the reconstituted jury to begin its
    deliberations anew and the defendant is not prejudiced by the
    substitution.” 
    Id. at 1575, 1577
    . We concluded in that case
    that both requirements were met, noting that the petitioner had
    not been prejudiced because alternates were chosen in the same
    manner as regular jurors, the alternates and jurors heard the
    same evidence and legal instructions, the replacement juror
    affirmed that she had not been influenced by outside
    discussions or media reports, and the reconstituted jury
    deliberated longer than the original jury did. 
    Id.
    As in Claudio, the record reflects no problematic
    coercion here. Upon empaneling Juror #12’s replacement, the
    Court instructed the new jury to start its deliberations anew, as
    prescribed by Rule 24(c)(3). And, as in Claudio, the alternate
    118
    juror was selected in the same manner as the regular jurors,
    heard the same evidence and instructions,76 and affirmed that
    76
    Although the Court instructed the newly constituted
    jury that all previous instructions (which the alternate heard)
    remained in effect, the Defendants nonetheless complain that
    the alternate “was not part of the process in formulating
    [previous] question[s]” from the jury about answering
    interrogatories for the RICO predicate acts, and he therefore
    did not understand the Court’s responsive instruction to the
    same degree as the other eleven. (NS Opening Br. at 135-36.)
    We disagree. The jury’s questions were straightforward: (1)
    whether they had to answer each interrogatory or could stop
    after finding two were committed, and (2) whether they should
    leave an interrogatory blank if they were not unanimous as to
    that interrogatory. The Court’s answer was also clear:
    Of course you must consider all the
    interrogatories and you must attempt to answer
    all of them unanimously. All 12 of you have to
    agree on at least two predicate or qualifying acts
    as to any individual defendant. If you find the
    Government has proven beyond a reasonable
    doubt two or more predicate or qualifying acts,
    then you can find the Government has proven
    one of the essential elements of Count one which
    is the RICO conspiracy as to that defendant.
    Now all 12 of you have to agree on the same
    predicate or qualifying act or acts. That is, you
    can’t have six agree on one and six agree on
    another. All 12 have to agree on each predicate
    119
    he had not been influenced by external sources. Although the
    reconstituted jury here did not deliberate for as long as the
    original jury, it still deliberated for three days before returning
    a verdict. That amount of time does not persuade us that the
    original jurors coerced the alternate into agreeing with the
    counts on which they were apparently unanimous before Juror
    #12 was excused. See United States v. Oscar, 
    877 F.3d 1270
    ,
    1289 (11th Cir. 2017) (noting that nine-hour deliberations after
    empaneling alternates “indicat[ed] that the jury did in fact
    renew its deliberations[,]” even though original jury
    deliberated “for several days”); cf. Lamb, 
    529 F.2d at 1156
    (finding coercion of substitute juror when deliberations of
    reconstituted jury lasted 29 minutes).77 And although it may
    act you found to have been proven.
    (JAC at 13989.) We don’t see what special background
    experience was necessary for the alternate to understand what
    was asked or what was instructed.
    77
    The Defendants rely heavily on United States v.
    Lamb, 
    529 F.2d 1153
     (9th Cir. 1975), which is distinguishable
    not only factually, as noted above, but also legally. The Ninth
    Circuit was in that case interpreting an old, since-amended
    version of Rule 24(c) that required the court to discharge all
    alternate jurors when the jury retired to deliberate. 
    Id. at 1155
    ;
    Fed. R. Crim. P. 24(c) advisory committee’s note to 1999
    amendment. Further, the Ninth Circuit made explicit that it
    relied exclusively on that old version of Rule 24(c) in reversing
    the conviction. See Lamb, 
    529 F.2d at
    1156 n.7 (“While we
    have noted the obvious coercive effect suggested by the final
    deliberative period of only twenty-nine minutes, that is not a
    factor contributing to our conclusion in this case. The
    120
    be true that one juror told the replacement, “[W]elcome to hell”
    (NSA at 19), it is not at all plain that the comment was intended
    or received as “outward hostility[,]” as the Defendants claim.
    (NS Opening Br. at 133.) Tone, facial expressions, and body
    language all matter mightily in communication, and we have
    none of those to aid us in understanding whether the comment
    had an edge or was just a joke. Plus, the lack of any juror issues
    over the next three days of deliberations convinces us that the
    alternate was not singled out or coerced into a certain verdict,
    notwithstanding Juror #7’s earlier-voiced frustration with the
    dynamics in the jury room. Our concern here is coercion
    specifically aimed at the alternate juror, not general tension in
    the jury room, and we find no evidence in the record of such
    coercion. Oscar, 877 F.3d at 1289.78
    mandatory provision of Rule 24 having been violated, the
    period of time during which the substitute juror participated in
    the deliberations is essentially irrelevant.”).
    78
    The Defendants also make much of the fact that the
    original jurors could keep their notes from the first
    deliberations and did not return their original verdict sheets
    until the end of their first full day of deliberations with the
    replacement juror. Although it perhaps would have been
    “good practice” to confiscate the old notes and verdict sheets
    before the newly constituted jury commenced deliberations,
    “we cannot say that it is required[,]” United States v. Oscar,
    
    877 F.3d 1270
    , 1289 n.18 (11th Cir. 2017), or that, as the
    Defendants claim, “the substituted alternate would have
    naturally felt pressure to play catch up and concede certain
    previously made decisions.” (NS Opening Br. at 136.)
    121
    5.     District Court’s Response to Report of
    Juror Misconduct79
    Finally, the Defendants fault the District Court for not
    inquiring, to the degree they wanted, into an alternate’s report
    of a discussion about the case among three jurors while being
    transported from the courthouse to their cars. As explained
    above, the District Court questioned the alternate when he
    brought the issue up, then questioned the marshal who was
    driving the transportation van, but the Court declined the
    Defendants’ subsequent request to allow them to interview the
    alternate, the van driver, and the entire jury for any other
    communications about the case. As a result, the Defendants
    tell us, the District Court was unable to evaluate the full extent
    of misconduct and the prejudice to the Defendants, and we, in
    turn, are unable to engage in meaningful review of the Court’s
    decision and thus must order a retrial.
    Generally, “[j]uror questioning is a permissible tool
    where juror misconduct is alleged, and we have encouraged its
    use in such investigations.” Boone, 
    458 F.3d at 327
    . But to
    mitigate “intrusion into jury deliberations[,]” “a district court
    should be more cautious in investigating juror misconduct
    during deliberations than during trial, and should be
    exceedingly careful to avoid any disclosure of the content of
    deliberations.” 
    Id. at 329
    . Thus, we require “substantial
    evidence of jury misconduct … during deliberations [before] a
    district court may, within its sound discretion, investigate the
    79
    “This Court reviews a trial court’s response to
    allegations of juror misconduct for abuse of discretion.”
    Boone, 
    458 F.3d at 326
    .
    122
    allegations through juror questioning or other appropriate
    means.” 
    Id.
     Further, as we stated in United States v. Resko,
    “there is a clear doctrinal distinction between evidence of
    improper intra-jury communications and extra-jury
    influences[,]” as the latter “pose a far more serious threat to the
    defendant’s right to be tried by an impartial jury.” 
    3 F.3d 684
    ,
    690 (3d Cir. 1993). That distinction exists because, with intra-
    jury communications, “the proper process for jury
    decisionmaking has been violated, but there is no reason to
    doubt that the jury based its ultimate decision only on evidence
    formally presented at trial.” 
    Id.
    The Defendants rely heavily on Resko, where, after a
    juror informed a court officer that jurors were discussing the
    case during recesses and while waiting in the jury room, the
    court discovered that all twelve jurors had engaged in such
    discussions. 
    Id. at 687-88
    . Although the misconduct involved
    merely intra-jury communications, we held that it was an abuse
    of discretion for the district court to rely solely on a brief
    questionnaire asking each juror whether they had discussed the
    case (everyone answered “yes”) and, if so, whether they had
    formed an opinion from those discussions (everyone answered
    “no”). 
    Id. at 691
    . By stopping there, we held, the district court
    left unanswered critical questions about the nature and extent
    of those discussions. 
    Id. at 690-91
    .
    But the key difference between Resko – “a difficult
    case” in “which our holding [was] limited,” 
    id. at 690
    , 695 –
    and this case is that, here, the evidence of intra-juror
    communications was limited to an isolated event among just a
    few jurors. In Resko, the triggering complaint came from a
    juror who broadly claimed, one week into trial, that jurors
    discussed the case. 
    Id. at 687
    . The court then learned that all
    123
    jurors engaged in such discussions. 
    Id. at 688
    . Here, by
    contrast, an alternate notified the court of one specific
    discussion among three jurors, which occurred over six months
    after trial commenced. Given the narrow scope of the
    alternate’s allegations, the Court was within its discretion to
    question only the alternate and the marshal about the particular
    incident, but to deny the Defendants’ requests to question the
    entire deliberating jury about all communications dating back
    to the start of trial. Cf. Boone, 
    458 F.3d at 330
     (no abuse of
    discretion to question only the juror who was allegedly
    refusing to deliberate). Further distinguishing this case from
    Resko, the alleged misconduct here occurred after deliberations
    had begun, when the District Court necessarily was more
    hesitant to intrude. Boone, 
    458 F.3d at 329
    . It was certainly
    within its discretion to consider the potential effect of that
    intrusion and so to conduct a more limited and targeted inquiry
    into the allegation.
    VI.    SENTENCING ISSUES
    Finally, Pelullo and John Maxwell challenge their
    sentences. First, Pelullo argues that the District Court erred
    procedurally and substantively in sentencing him to 360
    months’ imprisonment.80 Second, Pelullo and John Maxwell
    claim that holding them jointly and severally liable for the total
    amount of the forfeiture order was improper under the Supreme
    Court’s decision in Honeycutt v. United States, 
    137 S. Ct. 1626
    (2017). Third, Pelullo challenges the forfeiture of his Bentley
    automobile and yacht, contending that the government’s delay
    80
    Scarfo adopts one of Pelullo’s procedural-error
    arguments. See infra note 84.
    124
    in seeking forfeiture after it seized those assets violated   his
    statutory and due process rights. While we will vacate        the
    forfeiture piece of John Maxwell’s sentence and remand        for
    resentencing, Pelullo has failed to show error on any of      his
    sentencing claims.
    A.     Pelullo’s Sentencing Challenges81
    Pelullo complains of his thirty-year sentence, although
    his crimes exposed him to a potentially lengthier period of
    incarceration.82 When reviewing a sentence, we “first consider
    whether the district court committed procedural error, such as
    ‘improperly calculating[] the Guidelines range[,]’” and then
    we assess whether the sentence was substantively reasonable.
    United States v. Seibert, 
    971 F.3d 396
    , 399 (3d Cir. 2020) (first
    alteration in original) (quoting United States v. Tomko, 562
    81
    We review the District Court’s factual findings for
    clear error, its interpretation of the guidelines de novo, and its
    application of the guidelines for abuse of discretion. United
    States v. Seibert, 
    971 F.3d 396
    , 399 (3d Cir. 2020); United
    States v. Tomko, 
    562 F.3d 558
    , 567-68 (3d Cir. 2009) (en
    banc).
    82
    The guidelines recommended a life sentence, but the
    District Court could not have set that lengthy a sentence for any
    one count because the highest maximum sentence for any of
    Pelullo’s convictions was thirty years. U.S.S.G. § 5G1.1(c).
    In theory, the Court could have set Pelullo’s individual
    sentences on his various counts to run consecutively rather than
    concurrently, id. § 5G1.2(b)-(d), which would have authorized
    a sentence as high as 445 years.
    
    125 F.3d 558
    , 567 (3d Cir. 2009) (en banc)). Pelullo insists that the
    District Court committed three “significant procedural errors”
    in its analysis, and he critiques the substantive reasonableness
    of his sentence as well.83 (SP Opening Br. at 106.)
    1.     Guidelines        Sentencing        Range
    Calculation
    Pelullo argues that the Court erred in calculating his
    guidelines range, claiming that it applied the over-$14 million
    securities fraud loss to punish him for the bank fraud count.84
    83
    Pelullo adds another objection in his reply brief,
    alleging that the District Court failed to conduct his sentencing
    in “the proper order[.]” (SP Reply Br. at 39-41.) But he did
    not raise that issue in his opening brief, so it is forfeited.
    United States v. Pelullo, 
    399 F.3d 197
    , 222 (3d Cir. 2005).
    84
    Scarfo specifically adopts Pelullo’s argument as to
    this issue. See supra note 19. The District Court calculated
    Scarfo’s total offense level following the same grouping
    approach that it took in sentencing Pelullo and reached a level
    of 43, the same one that applied to Pelullo. We thus treat
    Pelullo’s argument as applying to Scarfo as well. Nonetheless,
    that argument fails for the reasons discussed herein, so Scarfo,
    like Pelullo, is not entitled to relief.
    Scarfo also attributes error to what he says was the
    District Court’s failure to “consider either of his sentencing
    memoranda[.]” (NS Opening Br. at 183 n.61.) The record
    reflects that the Court was unable to review, ahead of Scarfo’s
    sentencing hearing, a submission from his counsel that only
    came in earlier that day. The Court, however, gave Scarfo’s
    126
    Those assertions reflect a miscomprehension of the guidelines.
    To calculate the guidelines range “[w]hen a defendant
    has been convicted of more than one count,” the sentencing
    court must assemble closely related counts into what are called
    “Groups.”      U.S.S.G. § 3D1.1(a).             The court then
    “[d]etermine[s] the offense level applicable to each Group”
    and “the combined offense level applicable to all Groups taken
    together[.]” Id. “The combined offense level is determined by
    taking the offense level applicable to the Group with the
    highest offense level” and then increasing that offense level
    based on the number of “Units.” U.S.S.G. § 3D1.4. A Unit is
    a sentencing construct that, according to § 3D1.4 of the
    guidelines, functions like this: the court “[c]ount[s] as one Unit
    the Group with the highest offense level” and adds “one
    additional Unit for each Group that is equally serious or from
    1 to 4 levels less serious” than the highest-level Group and
    “one-half Unit [for] any Group that is 5 to 8 levels less
    serious[,]” while “any Group that is 9 or more levels less
    serious than the Group with the highest offense level” does not
    generate any Units. Id. The total number of Units thus informs
    how many extra levels are added to the offense level of the
    highest-level Group, based on a formula in § 3D1.4, to arrive
    at a combined offense level.85
    counsel an opportunity to raise the issues from that
    memorandum at the hearing and said that counsel could “put
    anything you want on the record and if I can respond, I will.”
    (JAF at 6-7.)
    85
    Specifically, if the total number of Units is 1, no extra
    levels are added; if it is 1.5, one level is added; if it is 2, two
    127
    Here, the District Court split the twenty-four counts of
    which Pelullo was convicted into five Groups:
    Offense
    Group Description
    Level
    Takeover of FirstPlus and accompanying 86
    1                                                 43
    securities fraud
    2           Bank fraud                            23
    3           Obstruction of justice                23
    4           Extortion                             31
    5           Firearm transfer and possession       24
    Although Pelullo focuses on the fact that his Group 2
    convictions had a lower offense level than Group 1, the District
    Court correctly looked for the Group with the highest offense
    level, consistent with the guidelines’ instructions, and that was
    Group 1. See U.S.S.G. §§ 3D1.1(a), 3D1.4. Since all the other
    Groups’ offense levels were at least 9 levels below that of
    Group 1, the number of Units was just one, which did not
    levels are added; if it is 2.5-3, three levels are added; if it is 3.5-
    5, four levels are added; and if it exceeds 5, five levels are
    added. U.S.S.G. § 3D1.4.
    86
    While the PSR erroneously calculated Pelullo’s
    Group 1 offense level as 42, the District Court applied the
    correct level of 43. The sentencing hearing transcript suggests
    that the Court mistakenly stated (or a transcription error stated)
    a level of 33, but the Court’s calculation of a recommended
    sentence of life imprisonment reflects that it understood the
    total offense level to be 43.
    128
    require additional level increases. Id. § 3D1.4. Accordingly,
    Pelullo’s total offense level was correctly calculated as 43.
    Pelullo’s claim that the District Court somehow cross-
    applied the securities-related loss to the bank fraud claim is
    spurious. The Court appropriately divided the offenses into
    Groups and took the offense level of the highest-scoring Group
    – which itself factored in an enhancement for the $14 million
    loss FirstPlus suffered – as Pelullo’s total offense level. That
    number, “a single offense level that encompasse[d] all the
    counts of which [Pelullo was] convicted[,]” U.S.S.G. ch.3, pt.
    D, introductory cmt., was then used to generate a single
    recommended sentencing range covering all of Pelullo’s
    offenses. 87 There was no error in how the District Court
    applied the guidelines’ provisions governing cases with
    convictions on multiple counts.
    2.     Loss Amount Enhancement
    Next, Pelullo objects to the District Court’s calculation
    of the loss amount. The Court adopted the presentence report’s
    recommendation and found that the securities fraud offense
    Group – on which the Court based the total offense level –
    87
    After argument, Pelullo brought to our attention
    United States v. Okulaja, 
    21 F.4th 338
    , 347-50 (5th Cir. 2021),
    which addressed whether relevant conduct for which the
    defendant was not indicted could be considered in calculating
    offense levels. Here, though, the District Court did not rely on
    any conduct that was irrelevant to the Group 1 securities fraud-
    based offenses that Pelullo was convicted of when determining
    the total offense level.
    129
    resulted in more than $14 million in loss, triggering a 20-level
    enhancement under U.S.S.G. § 2B1.1(b)(1)(K). Pelullo claims
    that finding a loss amount of more than $14 million was a
    factual error, that “he received far less” than $14 million from
    his participation in the scheme, and that the calculation did not
    account for the benefits he conferred on FirstPlus. (SP
    Opening Br. at 113-15, 118-24.) Calculated correctly, Pelullo
    says, the loss amount would have instead led to only a 16-level
    enhancement.
    In theft cases, of which this case is one variety, a court
    calculates the offense level by looking to the “loss” to victims,
    U.S.S.G. § 2B1.1(b)(1), which the government must prove by
    a preponderance of the evidence. United States v. Evans, 
    155 F.3d 245
    , 253 (3d Cir. 1998). The court “need only make a
    reasonable estimate of the loss.” U.S.S.G. § 2B1.1 cmt. n.3(C).
    Here, the District Court chose to calculate the loss by
    calculating the change in FirstPlus’s value caused by the
    conspirators. FirstPlus started with roughly $10 million in its
    bank accounts; received $4.4 million in bankruptcy payments
    over the course of the scheme; and had less than $2,000 left
    when law enforcement arrived, resulting in a net loss of almost
    $14.2 million, once a loan Pelullo made to the company is
    taken into account.88 The cash outflows included the millions
    88
    According to the PSR, the total diminution in the
    value of FirstPlus’s accounts was $14,440,798.              The
    discrepancy between that amount and the nearly $14.2 million
    final loss amount is due, it seems, to a $260,000 loan Pelullo
    made to the company, for which he received a credit in the loss-
    amount calculation. The record is not entirely clear as to how
    the $14.44 million diminution was calculated, but no party has
    130
    that FirstPlus paid to Seven Hills and LANA for low- or no-
    value assets, as well as the fraudulent consulting and legal fees
    it paid to Seven Hills, LANA, and William Maxwell. Those
    losses were supported by testimony and evidence admitted at
    trial. Indeed, Pelullo’s own expert witness assumed that the
    $14 million amount was correct – describing it as “a
    conservative number” for the total amount of money that
    “walked out the door” – and Pelullo never presented any
    alternative loss calculations. (JAE at 186, 222.)
    Pelullo nevertheless challenges that finding by asserting
    that the FBI agent who provided evidence of the loss at trial
    only accounted for roughly $11.2 million withdrawn from
    FirstPlus’s accounts. But any distinction between $11 and $14
    million would not help Pelullo, as the guidelines impose a 20-
    level enhancement for all thefts of between $9.5 and $25
    million. U.S.S.G. § 2B1.1(b)(1)(K); cf. United States v. Isaac,
    
    655 F.3d 148
    , 158 (3d Cir. 2011) (holding that error in
    calculating defendant’s criminal history score was harmless
    because “the same Guideline range would have applied” with
    the correct number). In any event, because $14 million is a fair
    estimate of the amount FirstPlus “actually ended up losing[,]”
    United States v. Kopp, 
    951 F.2d 521
    , 531 (3d Cir. 1991),
    abrogated on other grounds as recognized by United States v.
    Corrado, 
    53 F.3d 620
     (3d Cir. 1995), and was backed up by
    largely uncontested evidence at trial, we cannot say that the
    District Court clearly erred in selecting that figure.
    argued that the District Court clearly erred in accepting that
    amount as the change in value of FirstPlus’s accounts over the
    course of the conspiracy.
    131
    Pelullo next suggests that he should only have been held
    liable for the approximately $2.6 million he personally gained
    from the scheme. That theory, though, is a nonstarter, as the
    guidelines expressly advise courts to not rely on a defendant’s
    gain, unless unable to calculate the victim’s loss. U.S.S.G.
    § 2B1.1 cmt. n.3(B).
    Third, Pelullo contends that he was entitled to credit,
    and an accompanying reduction in the loss amount, for the
    services he provided FirstPlus. While a $260,000 loan that
    Pelullo made to FirstPlus was credited as an offset to the total
    loss amount, supra note 88, he says his loss amount should
    have been reduced further, down to $8.8 million. He rightly
    points out that a defendant can have the amount of loss from a
    theft reduced by the fair market value of any legitimate services
    he rendered to his victim. See U.S.S.G. § 2B1.1 cmt. n.3(E).
    At trial, Pelullo sought to establish the value of his work
    through the expert testimony of an accountant who calculated
    various offsets. The District Court, however, rejected those
    calculations, which were based on FirstPlus’s SEC filings from
    2007 and 2008 and on the faulty assumption that FirstPlus was
    operated as a legitimate business. There was “no question[,]”
    as the Court saw it, that the fraudulent SEC filings were “phony
    from day one[,]” and so it refused to “credit [the expert’s]
    testimony … because he relie[d] on phony information.” (JAE
    at 239.) Pelullo offers us no reason to disturb that finding. See
    Ramsay v. Nat’l Bd. of Med. Exam’rs, 
    968 F.3d 251
    , 261 (3d
    Cir. 2020) (findings of fact are only clearly erroneous if they
    are “completely devoid of minimum evidentiary support
    displaying some hue of credibility” or they “bear[] no rational
    relationship to the supportive evidentiary data” (citation
    omitted)). And since he could not provide “estimates of the
    value of [his] work” other than those based on the fraudulent
    132
    SEC filings, the District Court properly declined to reduce the
    loss amount. United States v. Washington, 
    715 F.3d 975
    , 985
    (6th Cir. 2013).
    Finally, Pelullo also says that his loss amount should
    have been reduced to account for business expenses he
    incurred while running the company. A defendant may receive
    a credit for expenses he incurred while providing “legitimate”
    services, “even amid [his] fraudulent conduct[.]” United States
    v. Blitz, 
    151 F.3d 1002
    , 1012 (9th Cir. 1998) (citation omitted).
    He may not, however, receive “a credit for money spent
    perpetuating a fraud.” United States v. Whatley, 
    133 F.3d 601
    ,
    606 (8th Cir. 1998). That was the case here, as the takeover of
    FirstPlus “was a complete and utter fraud from day one.” (JAE
    at 240.) The scheme sought to bleed FirstPlus dry but to keep
    the company going just long enough to collect a few more
    bankruptcy payments. Any real work Pelullo performed amid
    those efforts served solely to give the operation a patina of
    legitimacy so as to keep the scheme running. That was no
    “service[]” rendered to the company by the conspirators; it was
    all just “part of the fraudulent scheme.” United States v.
    Lacerda, 
    958 F.3d 196
    , 215 (3d Cir. 2020); accord Blitz, 
    151 F.3d at 1012
    . The District Court did not err in refusing to lower
    the loss amount.
    3.     Victim Number Enhancement
    Pelullo also argues that the District Court erred in
    treating each FirstPlus shareholder as a victim of Pelullo’s
    offenses. Because FirstPlus had 1,254 shareholders when the
    Defendants’ fraudulent scheme took place, Pelullo received a
    six-level enhancement for offenses “involv[ing] 250 or more
    victims[.]” U.S.S.G. § 2B1.1(b)(2)(C). He claims, however,
    133
    that the FirstPlus shareholders were not victims, since the
    government did not prove that the fraud made them lose money
    or made the stock price drop. That argument is spectacularly
    wrong.
    A victim is “any person who sustained any part of the
    actual loss determined under subsection (b)(1).” U.S.S.G.
    § 2B1.1 cmt. n.1. A person counts as a victim if he “suffer[ed]
    permanent ‘pecuniary harm,’” which is “harm that is monetary
    or that otherwise is readily measurable in money.” United
    States v. Smith, 
    751 F.3d 107
    , 118 (3d Cir. 2014) (quoting
    U.S.S.G. § 2B1.1 cmt. n.3(A)(iii)). FirstPlus’s shareholders
    easily fit that definition. After its subsidiary emerged from
    bankruptcy, FirstPlus was receiving substantial periodic
    payments based on those proceedings. When the Defendants
    took over the company, they diverted and appropriated the
    funds for themselves, depriving the shareholders “of the
    waterfall payments that they were entitled to[.]” (JAF at 44.)
    As the District Court observed, once the fraud was revealed,
    FirstPlus fell into bankruptcy and its shares were left with “no
    value whatsoever.” (JAF at 45.)
    Pelullo quarrels with those findings by parsing the
    timeline finely. He notes that FirstPlus’s stock price was
    higher when he resigned than when he first joined, and he faults
    the District Court for failing to compare the stock price before
    and after the fraud. Neither of those points acknowledges the
    fundamental effect that the fraudulent scheme had on FirstPlus
    and its shareholders. The Defendants extracted millions of
    dollars from a public company, all the while covering up their
    fraud. All “who bought or held stock when the false
    information was disseminated by [Pelullo] suffered a loss,”
    United States v. Peppel, 
    707 F.3d 627
    , 647 (6th Cir. 2013),
    134
    especially once the scheme rendered FirstPlus “insolven[t]”
    and forced it into bankruptcy. (JAF at 45.) No creative
    measurement of the stock price at different times, no willful
    ignorance of the effect that the misrepresentations had on the
    stock price, and no attempts to blame the company’s downfall
    on the government’s discovery of the fraudulent scheme can
    rewrite reality. Pelullo fails to identify any errors at all, let
    alone clear errors, in the District Court’s findings of fact.89
    Finally, Pelullo claims that the shareholders
    “acquiesce[d]” in the conspirators’ misdeeds. (SP Opening Br.
    at 125.) During the Defendants’ tenure, the shareholders let
    FirstPlus sue to terminate a trust that allocated more than 50%
    of the waterfall payments to them, and they later voted against
    issuing dividends. Pelullo says those actions amounted to
    acquiescence in the fraudulent enterprise he and his co-
    conspirators ran. But people can’t consent to something they
    don’t know is happening. The conspirators kept investors in
    the dark, hiding Pelullo’s and Scarfo’s involvement, William
    Maxwell’s hefty fees, and the sham character of the
    89
    Pelullo objects that the government only called one
    shareholder to testify at trial. That did not prevent the District
    Court from also counting as victims the rest of the shareholders
    who bought or held stock while the scheme was ongoing.
    Other evidence in the record showed that they suffered loss, as
    their shares became worthless and they were deprived of their
    portion of the waterfall payments. See, e.g., United States v.
    Naranjo, 
    634 F.3d 1198
    , 1206, 1214 (11th Cir. 2011)
    (affirming district court’s “reli[ance] at sentencing on
    estimates of the number of victims and amount of losses” based
    on investigator’s testimony).
    135
    transactions FirstPlus was forced to enter. The District Court
    did not err in counting FirstPlus’s shareholders as victims.
    They obviously were.
    4.     Substantive Reasonableness
    Finally, Pelullo attacks the substantive reasonableness
    of his sentence, arguing that the District Court imposed “a 30-
    year sentence for what amounted to, at most, a $2,921.14 loss
    to [a] bank.” 90 (SP Opening Br. at 109.) That grossly
    mischaracterizes and minimizes the nature of Pelullo’s
    misconduct. He was found guilty of twenty-four different
    offenses that harmed more than 1,000 victims and cost a public
    company many millions of dollars. A thirty-year sentence was
    eminently reasonable, given the breadth and seriousness of the
    criminal conduct of which he was convicted. Pelullo’s
    assertion to the contrary has plenty of brass but no merit.
    B.     Joint and Several Forfeiture            Liability
    Following Honeycutt91
    1.     Background
    The District Court imposed a $12 million forfeiture
    order and held the Defendants jointly and severally liable for
    90
    Pelullo does not explain how he calculated that
    supposed loss amount.
    91
    When an appellant raises an issue for the first time on
    appeal, we review for plain error. United States v. Saada, 
    212 F.3d 210
    , 223 (3d Cir. 2000). That holds true even when the
    136
    the total amount. While this appeal was pending, the Supreme
    Court issued its decision in Honeycutt v. United States, 
    137 S. Ct. 1626
     (2017), holding that 
    21 U.S.C. § 853
    (a)(1), a
    forfeiture provision similar to the ones relied on by the
    government here, did not permit the imposition of joint and
    several liability on a defendant for property that he did not
    acquire. Pelullo and John Maxwell now argue, for the first
    time on appeal, that the imposition of joint and several liability
    was erroneous under Honeycutt. 92 They contend that
    Honeycutt precludes the imposition of joint and several
    liability in a forfeiture judgment. True enough, to a degree, but
    only John is entitled to relief. While we accept the
    government’s concession that imposing joint and several
    liability on John was improper, we conclude that Pelullo – as a
    leader of the conspiracy – cannot show plain error in the
    District Court’s forfeiture order and, as such, remains liable for
    the full $12 million.
    issue may have become apparent only with the emergence of
    new precedent. See United States v. Nasir, 
    982 F.3d 144
    , 160
    (3d Cir. 2020) (en banc), cert. granted, judgment vacated on
    other grounds, 
    142 S. Ct. 56
     (2021). “Whether the alleged
    error is plain is evaluated based on the law at ‘the time of
    appellate review[,]’ regardless of whether it was plain at the
    time of trial.” 
    Id.
     (alteration in original) (quoting Henderson
    v. United States, 
    568 U.S. 266
    , 269 (2013)). The test for plain
    error is set forth, supra, in note 49.
    92
    Although Pelullo separately briefs this issue, he also
    specifically adopts arguments made by John Maxwell.
    Because neither Scarfo nor William Maxwell specifically
    adopt those arguments, they have forfeited them.
    137
    The indictment contained notices of forfeiture, alerting
    the Defendants that the government intended to seek forfeiture
    at sentencing if it secured their convictions. 93 During the
    forfeiture phase of the proceedings, the jury returned a special
    verdict finding that all the sought-after property was subject to
    93
    The government obtained forfeiture pursuant to 
    18 U.S.C. §§ 981
    (a)(1)(C) (permitting civil forfeiture of “[a]ny
    property … which constitutes or is derived from proceeds
    traceable to[,]” inter alia, a securities fraud conspiracy, wire
    fraud, or a wire fraud conspiracy), 982(a)(1) (authorizing
    criminal forfeiture of “any property … involved in” a money
    laundering conspiracy conviction), and 1963(a)(3) (permitting
    forfeiture of “any property constituting, or derived from, any
    proceeds which the person obtained, directly or indirectly,
    from racketeering activity … in violation of [the RICO
    statute]”), as well as 
    28 U.S.C. § 2461
    (c) (authorizing criminal
    forfeiture where civil forfeiture is permitted in connection with
    a criminal offense). Under a number of those provisions, the
    government was entitled to the specific property forfeited or,
    where that property had been dissipated, to the value of that
    property. See Sonja Ralston & Michael A. Fazio, The Post-
    Honeycutt Landscape of Asset Forfeiture, DOJ J. Fed. L. &
    Prac., Sept. 2019, at 33, 60-61 (noting that 
    21 U.S.C. § 853
    (p)
    “provides the court authority to forfeit untainted assets in place
    of the dissipated tainted assets”); United States v. Bermudez,
    
    413 F.3d 304
    , 306 (2d Cir. 2005) (“Section 982 … incorporates
    by reference the substitute asset provisions of 
    21 U.S.C. § 853
    [,]” with one exception not raised here.); 
    18 U.S.C. § 1963
    (m) (permitting substitution where property forfeitable
    under § 1963(a) has been dissipated).
    138
    forfeiture. The District Court then imposed forfeiture money
    judgments holding all four Defendants – including Pelullo and
    John Maxwell – jointly and severally liable for $12 million,
    which it found to be a fair approximation of the “proceeds” of
    their crimes.94
    2.     Honeycutt and Its Progeny
    Under the law at the time of the District Court
    proceedings, the imposition of joint and several liability was
    appropriate, and, sensibly, the Defendants did not object to that
    94
    Recall that the District Court calculated nearly $14.2
    million in loss to the victims of the Defendants’ scheme in
    determining their guidelines ranges. That amount is also
    reflected in the Court’s order that the Defendants pay the
    victims almost $14.2 million in restitution. See United States
    v. Leahy, 
    438 F.3d 328
    , 338 (3d Cir. 2006) (en banc)
    (“Restitution is … a restorative remedy that compensates
    victims for economic losses suffered as a result of a
    defendant’s criminal conduct.”). The $12 million in forfeiture
    ordered by the Court does not conflict with the loss calculation
    because forfeiture is measured by the defendant’s ill-gotten
    gains, not the loss to the victims. See United States v. Lacerda,
    
    958 F.3d 196
    , 218 (3d Cir. 2020) (“[T]he purpose of forfeiture
    statutes is to separate the criminal from his ill-gotten gains.”
    (citing Honeycutt v. United States, 
    137 S. Ct. 1626
    , 1631
    (2017))).     Sentencing ranges generally only take into
    consideration the latter. See U.S.S.G. § 2B1.1 cmt. n.3(B)
    (“The court shall use the gain that resulted from the offense as
    an alternative measure of loss only if there is a loss but it
    reasonably cannot be determined.”)
    139
    aspect of the forfeiture order. While their appeals were
    pending, however, the Supreme Court issued its decision in
    Honeycutt. The case involved a hardware store manager who
    was convicted of conspiring to sell an iodine product from the
    store’s stock, all the while knowing it would be used to
    manufacture methamphetamine. Honeycutt, 137 S. Ct. at 1630.
    The government conceded that the manager “had no
    controlling interest in the store and did not stand to benefit
    personally” from the sale. Id. at 1630-31 (internal quotation
    marks omitted). Still, the government sought forfeiture
    judgments against both the owner and the manager in an
    amount equal to the store’s total proceeds from the sale of the
    iodine product. Id. at 1631. The forfeiture provision at issue,
    
    21 U.S.C. § 853
    , permitted liability for “any proceeds the
    person obtained, directly or indirectly, as the result of” illegal
    drug distribution. 
    Id. at 1632
     (quoting 
    21 U.S.C. § 853
    (a)(1)).
    The Supreme Court read that statute as limiting forfeiture “to
    property the defendant himself actually acquired as the result
    of the crime” – in other words, “tainted property acquired or
    used by the defendant[.]” 
    Id. at 1632-33, 1635
    . It reasoned
    that the word “obtain” in § 853(a) “defines forfeitable property
    solely in terms of personal possession or use.” Id. at 1632.
    Thus, the Supreme Court concluded, because the manager “had
    no ownership interest in [the] store and did not personally
    benefit from the [iodine product] sales[,] … § 853 does not
    require any forfeiture.” Id. at 1635.
    Following Honeycutt, we observed in United States v.
    Gjeli, 
    867 F.3d 418
    , 427 (3d Cir. 2017), that 
    18 U.S.C. §§ 981
    (a)(1) and 1963, two of the provisions relied on here,
    “are substantially the same as the one under consideration in
    Honeycutt.” Thus, the lessons of Honeycutt apply “with equal
    force” to Pelullo’s and John Maxwell’s forfeiture orders, or at
    140
    least with respect to those statutes.95 
    Id. at 427-28
    . Because
    their arguments are raised for the first time on appeal, however,
    they must meet the test for plain error. See supra note 49.
    3.     Post-Honeycutt: John Maxwell
    We begin with John Maxwell, who was the Chief
    Executive Officer and a board member of FirstPlus, albeit in
    title only. He was installed in those roles by Pelullo and
    William Maxwell. No one could fairly describe John Maxwell
    as a “mastermind” of the conspiracy, cf. Honeycutt, 137 S. Ct.
    at 1633 (describing, as an example of someone who could be
    held jointly and severally liable, a drug dealer “mastermind”
    who obtained all the proceeds of a drug distribution scheme),
    and our analysis can begin and end with the government’s
    concession of plain error and acknowledgement that John’s
    role in the conspiracy was “akin to the manager of the hardware
    store in Honeycutt[.]” (Answering Br. at 278.) We understand
    the government to be agreeing to a remand of John Maxwell’s
    case so that the forfeiture order against him can be modified to
    allow liability only for the portion of proceeds he actually
    obtained. We accept that concession and will remand for
    further proceedings.96 On remand, the District Court should
    95
    We do not decide today whether Honeycutt also
    applies to 
    18 U.S.C. § 982
    (a)(1), the third basis cited for the
    forfeiture orders.
    96
    As noted, United States v. Gjeli extended the holding
    of Honeycutt – where the relevant forfeiture provision applied
    to proceeds “obtained … as the result of” an offense – to 
    18 U.S.C. § 981
    (a)(1)(C), which permits forfeiture of proceeds
    141
    calculate how much John “himself actually acquired” due to
    his involvement in the schemes. Honeycutt, 137 S. Ct. at 1635.
    4.     Post-Honeycutt: Pelullo
    Pelullo argues that, like John Maxwell, he too should
    not have been held jointly and severally liable. Pelullo’s
    arguments, however, fail under prong two of plain-error
    review: even assuming Honeycutt applies, see supra notes 95-
    96, there was no “clear” or “obvious” error. Olano, 
    507 U.S. at 734
    . Unlike the defendant in Honeycutt, Pelullo was a
    primary leader and organizer of the FirstPlus scheme,
    “call[ing] all the shots.” 97 (JAD at 1552.) He exercised
    dominion and control over the entirety of the proceeds reaped
    “traceable to” an offense, and 
    18 U.S.C. § 1963
    (a)(3), which
    covers proceeds “obtained … from” unlawful conduct. United
    States v. Gjeli, 
    867 F.3d 418
    , 427-28 & n.16 (3d Cir. 2017).
    Section 982(a)(1), one of the bases for the forfeiture order here,
    permits forfeiture of “property … involved in” an offense. We
    need not opine on whether Honeycutt prohibits joint and
    several liability under § 982(a)(1), see supra note 95, since the
    government has conceded error as to John Maxwell. United
    States v. Senke, 
    986 F.3d 300
    , 306 (3d Cir. 2021) (accepting
    the government’s concession of plain error and remanding for
    further proceedings).
    97
    Relying on extensive evidence introduced at trial, the
    government characterizes Pelullo as sitting at the “pinnacle of
    [the] criminal enterprise and ma[king] all the decisions about
    disbursing its proceeds, including to himself.” (Answering Br.
    at 274; see also Answering Br. at 14-16, 19-20.)
    142
    from the scheme. He gave definitive commands to employees,
    directed the disbursement of company funds, and issued
    instructions to FirstPlus’s lawyers, accountants, and other
    consultants, all of which evidenced his control over the
    criminal operation.
    The Supreme Court in Honeycutt emphasized the
    importance of having an “ownership interest” in or “personal
    benefit” from the proceeds of a crime. 137 S. Ct. at 1635. It is
    not plainly wrong to interpret Pelullo’s leadership of the
    FirstPlus looting, coupled with his supervision of the
    individuals who were distributing the stolen funds, as
    demonstrating his ownership of or benefit from the proceeds of
    the criminal enterprise. It follows that it was not plainly wrong
    to interpret Honeycutt as allowing Pelullo to be held jointly and
    severally liable.
    Pelullo contends that he should only be liable for the
    money that ended up in his pocket. But even after Honeycutt,
    multiple people can “obtain” the same proceeds over the course
    of a crime where they jointly controlled the enterprise. See
    United States v. Cingari, 
    952 F.3d 1301
    , 1306 (11th Cir. 2020)
    (holding that imposition of joint and several liability on
    “spouses who jointly operated their fraudulent business” for
    the full proceeds of their scheme was not plainly erroneous).
    Thus, as someone who controlled the criminal enterprise,
    Pelullo can be held jointly and severally liable for funds that
    he did not walk away with.
    That others may have also benefited from the proceeds
    in question does not mean the District Court plainly erred in
    holding Pelullo liable for the entire amount. Again, he
    personally benefited from and exerted control over those funds,
    143
    which is the type of conduct that the Supreme Court indicated
    can give rise to forfeiture liability. While we decline to make
    here any definite statement about who is subject to joint and
    several liability for the entirety of the proceeds of a criminal
    scheme under Honeycutt, any error in Pelullo’s sentence in this
    regard was not plain, and he is therefore not entitled to relief
    from the forfeiture order.
    C.     Delay in Forfeiture of Pelullo’s Property
    During its investigation, the government seized a yacht
    and a Bentley automobile that it believed Pelullo and Scarfo
    acquired with the proceeds of their criminal enterprise. It did
    not seek to formally acquire title to those assets until three
    years later, when it requested their forfeiture as part of the
    indictment. Pelullo objects to that delay as violating both the
    Civil Asset Forfeiture Reform Act of 2000 (“CAFRA”) and the
    Fifth Amendment’s Due Process Clause. But he gave up his
    rights under CAFRA, and the government’s delay in initiating
    a criminal forfeiture proceeding was not so unreasonable as to
    violate due process, so he is not entitled to relief.
    1.     Background
    In May 2008, FBI officials executed two warrants
    authorizing them to seize the yacht “Priceless,” which was
    docked in a marina in Miami, and Pelullo’s 2007 Bentley
    automobile, which was also in Miami at the time. The officials
    obtained those warrants based on affidavits alleging that the
    yacht and Bentley had been purchased with the proceeds of
    Scarfo’s and Pelullo’s unlawful activities at FirstPlus. The FBI
    then immediately turned the yacht – which it valued at
    $850,000, the price for which the vessel was purchased – over
    144
    to the United States Marshals Service. The Marshals Service,
    in turn, contracted with a private company to maintain the
    yacht.
    A few days later, attorney Mark Cedrone – who briefly
    represented Pelullo before the District Court – wrote to the
    government on behalf of PS Charters, a company that Scarfo
    and Pelullo had set up to conceal their ownership of the yacht.
    Cedrone “demand[ed] the immediate return of [the yacht] to
    PS Charters[,]” claiming that the vessel was acquired for
    legitimate business use and that the seizure “deprived PS
    Charters of the opportunity to further its … business as
    planned[.]” (D.I. 662-10 at 2.)
    As the government showed at trial, however, that was
    not true. PS Charters was owned by Seven Hills and LANA
    and was set up to allow Pelullo and Scarfo to buy the boat for
    their own personal use, while avoiding detection. Although PS
    Charters nominally owned the yacht, Pelullo had a financial
    interest in the ship through Seven Hills, which owned a fifty-
    fifty interest in PS Charters with LANA. Pelullo controlled
    Coconut Grove Trust – of which his children were nominally
    beneficiaries – which owned Seven Hills.
    In response to Cedrone’s letter, the government
    informed Cedrone that it was prepared to file a civil action to
    seek forfeiture of the yacht but that Pelullo would have to
    submit to civil discovery, including a deposition. Cedrone then
    changed course and said that, while his client was still
    “considering judicial action[,]” “it would seem to be in
    everyone’s interests that at least the [yacht] be sold and we can
    145
    then later fight about the proceeds.” 98 (D.I. 700-1 at 4).
    Pelullo’s trial counsel later admitted before the District Court
    that it was “possibly right” that Cedrone “didn’t [want] to
    submit” Pelullo to depositions and that he “kind of backed off”
    his request for the return of the yacht.99 (JAB at 3913-14.)
    That was the end of the dialogue between Cedrone and
    the government until the following year, when the government
    “called him and advised him that the boat was actually totaled.”
    (JAB at 3914.) “Totaled,” as Pelullo’s trial counsel put it, was
    not an exaggeration. While the precise chain of events is
    unclear, the yacht suffered irreparable damage to its engines
    when, in July 2009, it sank following maintenance undertaken
    during the third-party contractor’s possession.              The
    government then negotiated a $450,000 insurance payout,
    which was substituted for the ship during the forfeiture
    proceedings. See supra note 93.
    When the government obtained the indictment in 2011,
    it included five criminal forfeiture allegations against Pelullo
    and some of the other Defendants, each associated with
    98
    Cedrone also acknowledged that he was representing
    PS Charters (this time, along with Seven Hills) “in connection
    with the Government’s seizure of … the Bentley automobile[,]”
    but he did not express any desire for the return of the car. (D.I.
    700-1 at 4.)
    99
    Particularly in light of that concession, Pelullo’s
    claim that “the Government did absolutely NOTHING in
    response” to “Cedrone’s requests” is an obvious misstatement
    of the record. (SP Opening Br. at 212.)
    146
    specific counts. The allegations all requested the forfeiture of
    the proceeds of those offenses, which included the yacht and
    the Bentley, as well as an airplane, jewelry, and the contents of
    various bank accounts.
    After Cedrone’s initial dialogue with the government,
    Pelullo did not press his claim for return of the yacht or pursue
    any judicial action until more than five years later. In
    September 2013 – on the eve of trial – Pelullo filed a motion
    for the return of his property pursuant to Federal Rule of
    Criminal Procedure 41(g), seeking the Bentley, a 50% interest
    in the yacht, and certain cash, several computers, and FirstPlus
    stock. The District Court denied the motion, finding that
    Cedrone had waived “any rights that [Pelullo] had” to a prompt
    initiation of a civil forfeiture action by failing to “follow up”
    after his initial communications with the government.100 (JAB
    at 3930.)
    The Court completed the criminal forfeiture process
    after the Defendants were convicted. It held a separate
    forfeiture proceeding, at the conclusion of which the jury found,
    beyond a reasonable doubt, that the property referenced in the
    indictment – including the yacht and the Bentley – was subject
    to forfeiture.
    100
    The District Court also found that Pelullo failed to
    demonstrate an ownership interest in the yacht. The
    government does not rely on that finding in defending the
    Court’s decision, “[i]n light of the trial evidence regarding
    Pelullo’s control of Seven Hills and the Coconut Grove
    Trust[.]” (Answering Br. at 249 n.56.)
    147
    2.     CAFRA101
    Pelullo asserts that he was entitled to the protections of
    CAFRA, 
    18 U.S.C. § 983
     et seq. That statute governs
    nonjudicial forfeiture, a process that allows the government to
    obtain title to seized property without any involvement by the
    courts, as long as it gives affected parties timely notice and no
    one comes forward to claim an interest in the property.
    Langbord v. U.S. Dep’t of Treasury, 
    832 F.3d 170
    , 182 n.4 (3d
    Cir. 2016) (en banc); see also 
    18 U.S.C. § 983
    (a)(1)(A)(i),
    (a)(2)(B); 
    19 U.S.C. §§ 1607
    (a), 1609. If someone does
    contest the seizure, the government must then promptly initiate
    a civil or criminal judicial forfeiture proceeding and obtain a
    court order to allow title to pass to the United States. 
    18 U.S.C. § 983
    (a)(3). Pelullo argues that the government violated
    CAFRA’s deadlines for giving notice of a forfeiture and
    initiating a forfeiture action.
    But that claim comes too late. Pelullo waived any rights
    he may have had under CAFRA, just as the District Court said.
    See United States v. Desu, 
    23 F.4th 224
    , 231 (3d Cir. 2022)
    (“Waiver is an ‘intentional relinquishment or abandonment of
    a known right.’” (citation omitted)). The government
    represented, and Pelullo does not argue otherwise, that it was
    prepared to initiate judicial forfeiture proceedings when,
    through counsel, PS Charters demanded the yacht. As soon as
    the prospect of Pelullo facing discovery in a civil forfeiture
    101
    We review for clear error the District Court’s factual
    determination of waiver. See Resol. Tr. Corp. v. Forest Grove,
    Inc., 
    33 F.3d 284
    , 285 (3d Cir. 1994); Bermuda Exp., N.V. v.
    M/V Litsa (Ex. Laurie U), 
    872 F.2d 554
    , 562 n.7 (3d Cir. 1989).
    148
    action arose, however, PS Charters decided to “back[] off” and
    to consent to the government not filing any action. (JAB at
    3913-14, 3921.) It was not until five years later that Pelullo
    himself demanded the return of the property. He offers no
    basis for disturbing the District Court’s finding that his actions
    constituted a waiver of his rights under CAFRA. 102 PS
    Charters was Pelullo’s tool.103 After employing it to, in effect,
    ask the government not to initiate civil forfeiture proceedings,
    Pelullo cannot now complain that the government’s failure to
    file an action violated his rights.104
    102
    Pelullo does not address the legal significance of
    Cedrone’s discussions with the government except to call
    them, without explanation, “a complete red herring[.]” (SP
    Reply Br. at 47-48.)
    103
    In so recognizing, we are not engaged in an ersatz
    corporate veil-piercing. Rather, Pelullo admits that PS
    Charters was his tool by asserting that Cedrone was really
    acting on his behalf in requesting the return of the yacht. How
    much PS Charters was also under Scarfo’s control is not a
    question before us.
    104
    Pelullo also points to Department of Justice policy
    statements that set internal deadlines for bringing a judicial
    forfeiture action. But the government’s internal policies, such
    as its Asset Forfeiture Policy Manual, do not “create
    enforceable rights for criminal defendants[,]” so Pelullo would
    not be entitled to relief even if the government failed to abide
    by its own rules. United States v. Wilson, 
    413 F.3d 382
    , 389
    (3d Cir. 2005).
    149
    3.     Due Process105
    Pelullo also claims that the government’s “indefinite” –
    actually, forty-two-month – “retention of property” between
    the seizure and the filing of the criminal indictment “trampled
    upon” his right to due process. (SP Opening Br. at 219.)
    When the government seizes property, it cannot hold it
    forever. Rather, due process requires that it afford a property
    owner a judicial hearing without “undue delay.” United States
    v. Eight Thousand Eight Hundred & Fifty Dollars ($8,850) in
    U.S. Currency, 
    461 U.S. 555
    , 564 (1983). Borrowing from
    jurisprudence under the Speedy Trial Clause of the
    Constitution, we take a “flexible approach” in assessing the
    reasonableness of a delay in filing a forfeiture action, looking
    to (1) the length of the delay, (2) the reason for it, (3) the timing
    of the claimant’s assertion of his rights, and (4) any prejudice
    to the claimant caused by the delay. 
    Id. at 562
    , 564 (citing
    Barker v. Wingo, 
    407 U.S. 514
    , 530 (1972)). No one factor is
    dispositive, as they are all merely “guides” in helping us
    balance the competing interests of the claimant and the
    government to determine whether “the basic due process
    requirement of fairness” has been met. 
    Id. at 565
    .
    The substantial length of the delay here – almost forty-
    two months between the seizure of the yacht and Bentley on
    May 8, 2008, and the grand jury’s issuance of the indictment
    105
    We review the District Court’s factual findings for
    clear error and its analysis of whether Pelullo’s due process
    rights were violated de novo. Burkett v. Fulcomer, 
    951 F.2d 1431
    , 1437-38 (3d Cir. 1991).
    150
    on October 26, 2011 – decisively favors Pelullo, a conclusion
    the government does not dispute. See id. at 565 (deeming delay
    of eighteen months “quite significant”).
    On the second factor, Pelullo contends that the
    government’s reason for that delay was “simple [g]overnment
    failure to take any required action[.]” (SP Opening Br. at 217.)
    The government responds that the timing of the indictment was
    not the product of bad faith or frivolous concerns, but rather
    the complexity of the criminal case and the “substantial tasks
    facing the prosecutors after the warrants were executed.”
    (Answering Br. at 263.) The government has the better of that
    argument.
    Although the pendency of criminal proceedings “does
    not automatically toll the time for instituting a forfeiture
    proceeding[,]” $8,850, 
    461 U.S. at 567
    , the government may
    often have good cause to wait to seek forfeiture as part of a
    criminal prosecution rather than pursuing a separate civil
    forfeiture proceeding in advance of an indictment. A civil
    action could “substantially hamper” the prosecution by
    “serv[ing] to estop later criminal proceedings” or “provid[ing]
    improper opportunities for the claimant to discover the details
    of a contemplated or pending criminal prosecution.” 
    Id.
    Saving the forfeiture claim for the criminal proceeding may
    help a claimant too: “[i]n some circumstances, a civil forfeiture
    proceeding would prejudice the claimant’s ability to raise an
    inconsistent defense in a contemporaneous criminal
    proceeding.” 
    Id.
     Those are serious concerns, and we are hard-
    pressed to say that the government’s reason for choosing the
    criminal-forfeiture route was an improper one.
    151
    That is especially true given the complexities of the
    criminal proceedings here. We have no doubt that it took
    considerable time for the government to process all the data it
    seized from various searches, select the appropriate criminal
    charges for the co-conspirators, and draft the resulting 25-
    count, 107-page indictment. There is also no indication in the
    record that the government failed to pursue its investigation
    with diligence or intentionally delayed in securing an
    indictment. See $8,850, 
    461 U.S. at 568
    ; cf. United States v.
    Velazquez, 
    749 F.3d 161
    , 186 (3d Cir. 2014) (finding that
    second factor cuts “strongly” in defendant’s favor due to
    government being “strikingly inattentive” in bringing
    defendant to trial). We thus cannot say that the reasons for the
    delay are inadequate and favor Pelullo.
    Pelullo fares even worse on the third factor – the timing
    of the claimant’s assertion of a right to judicial review of the
    seizure – since he initially invoked his rights and then changed
    his mind and backed off the request. As discussed above,
    Pelullo waived his rights by agreeing through counsel that the
    government need not immediately initiate judicial forfeiture
    proceedings. He then did nothing for five years and only filed
    a motion to get the property back roughly two years after he
    was indicted. His contention that he “asserted [his right] from
    the very outset of the seizure” cannot be squared with the
    record. (SP Opening Br. at 217.)
    That inaction weighs heavily against him when
    considering whether a due process violation occurred.
    Specifically, a defendant’s failure to file a Rule 41(g) motion
    or, “[l]ess formally,” request the return of his seized property
    “can be taken as some indication that [the defendant] did not
    desire an early judicial hearing.” $8,850, 
    461 U.S. at 569
    ; cf.
    152
    United States v. Ninety Three Firearms, 
    330 F.3d 414
    , 424-26
    (6th Cir. 2003) (finding no due process violation where the
    claimant’s “sole attempt to regain his property consisted of a
    letter he filed shortly after the seizure”).
    Finally, as to the fourth factor, Pelullo claims prejudice
    by arguing that, “because of the [g]overnment’s dilatory
    conduct[,]” he “lost” a number of “key witnesses” – mainly
    various FirstPlus-affiliated officers and attorneys – who could
    have aided in his defense but passed away prior to his
    indictment. (SP Opening Br. at 221.) Pelullo provides a list of
    those individuals, along with their titles and connections to him
    or FirstPlus, but he fails to identify what admissible evidence
    he could have elicited from any of those persons to help his
    case. His conclusory claims that certain witnesses would have
    been “key” or “provide[d] information favorable to the defense”
    on certain issues are insufficient to establish prejudice.106 (SP
    Opening Br. at 102-03.) See United States v. Childs, 
    415 F.2d 535
    , 539 (3d Cir. 1969) (finding no “prejudicial delay
    whatsoever” from deceased and unavailable witnesses because
    106
    Pelullo also suggests that the seizure of his assets left
    him unable to hire his counsel of choice. The Supreme Court,
    however, has held that neither the Fifth Amendment nor the
    Sixth Amendment prevents the government from seizing, prior
    to trial, assets that a defendant “might have wished to use to
    pay his attorney.” United States v. Monsanto, 
    491 U. S. 600
    ,
    616 (1989). Moreover, even if we were to agree with Pelullo
    on his point, the overall balance of the factors – particularly the
    reason-for-delay and timely-assertion-of-rights factors –
    would still tilt the balance decisively against him.
    153
    defendant did not show how their testimony would have been
    material to his defense).
    In sum, the balancing of factors precludes a
    determination that Pelullo’s due process rights were violated.
    But our conclusion that Pelullo has not made out a due process
    violation should not be read as approval of the government’s
    conduct in this case. While the yacht sat in the custody of a
    third party to whom the Marshals Service had entrusted it, it
    sank and suffered irreparable damage. At that point, the United
    States had not formally secured title to the vessel – nor had any
    forfeiture proceeding even begun. Though the cause of the
    boat’s loss is not clear from the record, the government is left
    in a very poor light. It ought to go without saying that seized
    property must be properly cared for. The government may
    ultimately prevail in forfeiture proceedings and then may
    dispose of the property in whatever lawful way it deems fit.
    But there is no guarantee that it will prevail. To ensure that
    property owners’ interests are not wiped out before a hearing,
    it is critical that the government exercise appropriate diligence
    to prevent any destruction of not-yet-forfeited property. Cf.
    Logan v. Zimmerman Brush Co., 
    455 U.S. 422
    , 434 (1982)
    (“[T]he State may not finally destroy a property interest
    without first giving the putative owner an opportunity to
    present his claim of entitlement.”). It utterly failed in that
    responsibility in the case of the yacht “Priceless,” so the more
    accurate name of the vessel turned out to be “Half-Priced.”
    That is a consequential breach of duty and should not pass
    unnoticed.
    Despite that, under the relevant framework and the
    arguments presented to us, we cannot say that the delay in
    initiating forfeiture proceedings deprived Pelullo of “the basic
    154
    due process requirement of fairness[.]” $8,850, 
    461 U.S. at 565
    . As a result, his challenge fails.107
    VII.   BRADY ISSUES
    Finally, Scarfo and Pelullo raise issues relating to the
    government’s disclosure obligations. Scarfo says he should
    have had a chance to move for a new trial based on “new”
    evidence from a separate case that he believes was material
    here, and Pelullo claims that the government withheld evidence
    that one of its key witnesses at trial was under investigation at
    the time. Neither argument is persuasive.
    107
    Pelullo also summarily argues that he is entitled to
    compensation for the seizures and the return of his assets. He
    cites virtually no authority for that proposition. The one source
    he does reference, 
    28 U.S.C. § 2465
    (b), is irrelevant; it only
    applies to civil forfeiture proceedings in which the claimant
    “substantially prevails[.]” Because Pelullo has not adequately
    developed the issue for our review, we will not attempt to sua
    sponte discern any potential legal bases for granting him the
    relief he seeks. See Nara v. Frank, 
    494 F.3d 1132
    , 1133 (3d
    Cir. 2007).
    He also claims, again without citing authority, that the
    Bentley and the firearms found on the yacht should not have
    been admitted into evidence. He argues they were unlawfully
    seized, but he does not identify any viable basis for deeming
    the seizures unlawful or explain why, if the seizures were
    infirm, any legal violation required exclusion of that evidence.
    155
    A.     Denial of Scarfo’s Request to File a Motion
    for a New Trial Pursuant to Rule 33(b)108
    Scarfo challenges the District Court’s denial of his post-
    trial request for leave to file a motion for a new trial pursuant
    to Federal Rule of Criminal Procedure 33. His request
    explained that his proposed motion was based on purported
    Brady violations and new information that only surfaced after
    trial. The “new information” consisted of certain witness
    statements taken prior to the trial and pursuant to an unrelated
    investigation of human-trafficking activity, an investigation
    that was ultimately prosecuted in the United States District
    Court for the Eastern District of Pennsylvania (the “Botsvynyuk
    case”).109 See generally United States v. Churuk, 797 F. App’x
    680, 682 (3d Cir. 2020) (summarizing that prosecution).
    Scarfo and his codefendants wanted access to those witness
    statements, memorialized on FBI forms known as 302s,
    because they might mention Pelullo. 110 And, because of
    108
    The standard of review associated with this motion
    is discussed herein.
    109
    The government, for its part, first learned about the
    witness statements when Pelullo’s attorney notified the
    government that he had received the documents from a defense
    attorney in the Botsvynyuk case. Prosecutors then obtained
    copies of the statements from their counterparts in the Eastern
    District of Pennsylvania before furnishing them to the District
    Court here for in camera review.
    110
    “The FD-302, commonly referred to simply as a
    ‘302’, is the form … used by FBI agents to summarize
    156
    Pelullo’s involvement in the human trafficking, the Defendants
    thought the documents might in turn show criminal conduct by
    Cory Leshner – Pelullo’s “right hand man” and later a key
    government witness – and therefore provide helpful
    impeachment evidence. (D.I. 1237 at 12-13.)
    Pelullo thus filed a sealed motion to compel disclosure
    of the 302s, and Scarfo filed a motion to subpoena the
    documents pursuant to Federal Rule of Criminal Procedure
    17.111 After reviewing the 302s in camera – and entertaining
    witnesses’ statements and interviews.” United States v.
    Lacerda, 
    958 F.3d 196
    , 218 n.7 (3d Cir. 2020). Apparently
    Pelullo was involved with one of the companies that hired the
    human-trafficking victims in the Botsvynyuk case, but the
    investigation there did not uncover any evidence that Pelullo
    was complicit in the violations. When trial in that case was
    approaching, a defense attorney – Mark Cedrone, who had
    represented Pelullo in earlier stages of this case – may have
    intended to allege that Pelullo was responsible for employing
    the victims, so, for purposes of discovery, government
    attorneys put together a file of all documents containing
    Pelullo’s name. Pelullo’s attorney here “had the opportunity
    to review a portion of the 302 reports [produced by the
    government] and take notes on relevant details set forth
    therein” (D.I. 1237 at 5), but the Defendants wanted to have
    their own copies of the entire file.
    111
    As the government points out, a subpoena pursuant
    to Rule 17 was likely an improper mechanism for obtaining the
    sought-after information. That rule provides, in relevant part,
    “The court may direct the witness to produce [books, papers,
    157
    multiple rounds of briefing plus a hearing – the District Court
    denied the motions as seeking irrelevant and non-exculpatory
    information and because the 302s never mentioned Leshner.
    The Court also made clear that it would not entertain any more
    motions from the Defendants before sentencing.
    Scarfo then requested leave to move for a new trial.112
    The District Court denied the request as “probably untimely”
    and because the 302s simply did not contain the information
    claimed by Scarfo. (D.I. 1281.) It is that decision – not the
    previous decision denying Scarfo’s Rule 17 motion to
    documents, data, or other objects the subpoena designates] in
    court before trial or before they are to be offered in evidence.”
    Fed. R. Crim. P. 17(c)(1). It is “not intended to provide a
    means of discovery for criminal cases” but rather “was
    designed to expedite a trial by providing a time and place
    before trial for the inspection of the subpoenaed materials.”
    United States v. Amirnazmi, 
    645 F.3d 564
    , 595 (3d Cir. 2011)
    (citations, internal quotation marks, and alterations omitted).
    112
    Scarfo claimed that his motion was
    based upon new information that surfaced post-
    trial, related to the (1) the investigation in United
    States v. Botsvynyuk, (2) the Pelullos, (3) the
    Leshners, (4) Frank McGonigal, (5) Ken Stein,
    (6) Gary McCarthy, and (7) Howard Drossner,
    and all mentioned parties’ ties to use of
    indentured servitude by and through various
    related cleaning companies.
    (D.I. 1280 at 2 (footnotes omitted).)
    158
    subpoena the 302s – that Scarfo now challenges on appeal.113
    He concedes that he has “struggled to identify applicable
    precedent related to a court’s failure to consider a motion for
    new trial[,]” but he still believes that the District Court’s denial
    of leave to file the new-trial motion violated his constitutional
    rights. (NS Opening Br. at 176.)
    In many contexts, we have adhered to an abuse-of-
    discretion standard of review when evaluating a challenge to a
    district court’s denial of a request for leave to take some step
    in litigation. See, e.g., Talley v. Wetzel, 
    15 F.4th 275
    , 285 n.6
    (3d Cir. 2021) (leave to amend complaint); Jones v.
    Zimmerman, 
    752 F.2d 76
    , 78 (3d Cir. 1985) (leave to proceed
    in forma pauperis); In re United Corp., 
    283 F.2d 593
    , 594-96
    (3d Cir. 1960) (leave to file untimely statement of objections
    to an agency decision). The same deference should be afforded
    to district courts that find it necessary to prohibit further
    motion practice when issues have been aired and the time has
    come to move on. Cf. Pierce v. Underwood, 
    487 U.S. 552
    , 558
    n.1 (1988) (“It is especially common for issues involving what
    can broadly be labeled ‘supervision of litigation,’ … to be
    given abuse-of-discretion review.”); United States v.
    Sheppard, 
    17 F.4th 449
    , 454 (3d Cir. 2021) (“Underlying our
    review for abuse of discretion are the principles that: 1) a
    district court may have a better vantage point than we on the
    Court of Appeals to assess the matter, and 2) courts of appeals
    apply the abuse-of-discretion standard to fact-bound issues that
    are ill-suited for appellate rule-making[.]” (citations and
    internal quotation marks omitted)).
    113
    The government’s arguments on the merits of
    Scarfo’s Rule 17 motion are therefore irrelevant.
    159
    Scarfo does not raise any basis for concluding that the
    District Court abused its discretion in denying his request, nor
    do we detect any. He does not dispute the District Court’s
    conclusions that a motion for a new trial would likely be
    untimely and that the 302s did not contain the information he
    claimed they did. Nor does he dispute that the Court had
    already entertained “an extraordinary number of written
    motions” (D.I. 1281 at 1) – including more than a half-dozen
    after trial. Instead, he simply summarizes his attempts in the
    District Court to procure the 302s, then concludes that he
    “seeks remand for consideration of his motion for new trial
    under Rule 33(b), given the facts set forth herein[.]”114 (NS
    Opening Br. at 181.) Because he fails to demonstrate that the
    District Court’s denial of leave was “arbitrary or irrational” or
    rested upon “a clearly erroneous finding of fact, an errant
    conclusion of law or an improper application of law to fact[,]”
    Scarfo has not shown an abuse of discretion. United States v.
    114
    The one case Scarfo does cite, Ogden v. United
    States, 
    112 F. 523
     (3d Cir. 1902), predates the adoption of the
    Federal Rules of Criminal Procedure, which impose a “rigid”
    time limit on motions for new trials. Eberhart v. United States,
    
    546 U.S. 12
    , 13 (2005). It is also factually distinguishable: the
    defendant there moved for a new trial immediately following
    the verdict based on undisputed evidence of extraneous
    influences on the jury, while Scarfo joined in three prior new-
    trial motions and does not dispute that the documents he sought
    would not have given him the information he wanted. Ogden,
    112 F. at 524-25.
    160
    Gonzalez, 
    905 F.3d 165
    , 195 (3d Cir. 2018) (citation
    omitted).115
    B.     Pelullo’s Motion for Remand Based on Giglio
    Evidence116
    Unbeknownst to the Defendants or the District Court,
    Robert O’Neal – the FirstPlus chairman, who flipped and
    115
    We remain cognizant of the countervailing due
    process interests in having one’s arguments heard in court.
    One can imagine a scenario in which a party is cut off too soon
    and is precluded from making an argument essential to its case.
    Accordingly, we encourage district courts to exercise
    discretion cautiously in the face of such countervailing
    interests. Still, wherever the outer bounds of that discretion
    may be, the District Court was well within them here.
    116
    We do not apply a standard of review in the typical
    sense, since Pelullo could not have raised this issue – which
    first came to the parties’ attention while this appeal was
    pending – before the District Court. Rather, we look to the
    burden of proof applicable to Brady and Giglio claims, as
    discussed herein.
    Pelullo bases his motion on 
    28 U.S.C. § 2106
    , which
    provides that, when reviewing a decision on appeal, we “may
    remand the cause and … require such further proceedings to be
    had as may be just under the circumstances.” Wiwa v. Royal
    Dutch Petroleum Co., 
    392 F.3d 812
     (5th Cir. 2004). “Section
    2106 grants us broad power when it comes to how best to
    dispose of a matter under our review.” 
    Id. at 819
    . Where a
    remand to the district court “would be an exercise in futility[,]”
    161
    testified for the government at trial – was himself under
    investigation in an unrelated criminal matter in the Western
    District of Texas while trial in this case was underway. That
    investigation culminated in O’Neal’s indictment in December
    2020, which the government brought to the Defendants’
    attention a few months later, after it had been unsealed. Pelullo
    now asks us to remand his case to the District Court so that he
    can seek an evidentiary hearing and move for a new trial
    pursuant to Rule 33 based on what he says was the
    government’s failure to disclose exculpatory evidence in
    violation of Brady v. Maryland, 
    373 U.S. 83
     (1963), and Giglio
    v. United States, 
    405 U.S. 150
     (1972).117 We decline to grant
    such relief.
    According to his indictment, O’Neal ran chiropractic
    clinics in Texas and received millions of dollars in illegal
    kickbacks from hospitals and other healthcare providers,
    payments that he disguised as marketing fees and shared with
    we may “make a complete disposition of the case” ourselves
    rather than having the District Court consider the matter in the
    first instance. Id.; Beck v. Reliance Steel Prods. Co., 
    860 F.2d 576
    , 581 (3d Cir. 1988).
    117
    The other Defendants all join in Pelullo’s motion. In
    a second motion filed nearly a year after his original one,
    Pelullo makes the same arguments but also says we should
    dismiss the indictment against him with prejudice or order the
    District Court to do so. He offers no support for that
    extraordinary demand. Nor could he; the remedy for a Brady
    or Giglio violation is a new trial, not dismissal. Giglio v.
    United States, 
    405 U.S. 150
    , 153-55 (1972).
    162
    certain co-conspirators. 118 The indictment charged that,
    beginning in 2008 and continuing through 2013, O’Neal
    conspired with others to defraud the government and to solicit
    and collect healthcare kickbacks, in violation of 
    18 U.S.C. § 371
    . O’Neal was also charged with four counts of violating,
    and aiding and abetting the violation of, the Anti-Kickback
    Statute, 42 U.S.C. § 1320a-7b(b)(2).
    When a prosecutor in this case notified the Defendants
    of the Texas investigation in March 2021, he relayed the
    message from the O’Neal prosecution team in Texas that
    O’Neal first became a subject of investigation in 2013 and was
    not identified as a target until 2017. The Texas prosecutors
    also reportedly said that “the investigation of O’Neal remained
    covert” through at least the conclusion of the Defendants’ trial
    in July 2014. (3d Cir. D.I. 345-3 at 3.) O’Neal was ultimately
    indicted in December 2020 and pled guilty the following
    August.
    The prosecution team here asserts that it “did not learn
    O’Neal was even being investigated,” or that “his prosecution
    concerned conduct dating back to 2008,” until late January
    2021. (3d Cir. D.I. 356.) And it did not obtain a copy of the
    118
    In this context, a “kickback” is a payment made to
    encourage a healthcare provider to refer a patient to the
    defendant or to compensate the healthcare provider for doing
    so. 42 U.S.C. § 1320a-7b(b). Those payments are illegal when
    the patient’s medical care is covered in whole or in part by a
    federal healthcare program such as Medicare or Medicaid. Id.
    163
    indictment until early February. 119 It also claims to have
    confirmed that, before early 2021, none of the “surviving
    members of the prosecution team” – who include prosecutors,
    FBI investigators, and a special agent for the Department of
    Labor – knew that “O’Neal was under investigation for any
    crimes with which he has now been charged.” (3d Cir. D.I.
    345-3 at 2-3.)
    Pelullo doesn’t buy that explanation. He notes that the
    crimes alleged in O’Neal’s indictment “temporally
    overlap[ped]” with O’Neal’s involvement in FirstPlus and his
    cooperation with the prosecutors in this case (3d Cir. D.I. 345-
    2 at 12-15), and he asks us to allow him to develop an
    evidentiary record in the District Court as to what the
    prosecutors knew about O’Neal at the time of trial. That record,
    he says, will enable him to move for a new trial based on the
    government’s violation of its duty to turn over all “evidence
    [that] is material either to guilt or to punishment[,]” Brady, 
    373 U.S. at 87
    , including evidence “affecting [the] credibility” of
    its trial witnesses, Giglio, 
    405 U.S. at 153-55
    .               The
    government’s failure to turn over such evidence, if the
    information were in its actual or constructive possession, could
    violate his due process rights and require a new trial. Id.;
    119
    The government initially represented that “Pelullo’s
    prosecution team knew nothing about the investigation of
    O’Neal or the conduct prompting his indictment until shortly
    before the February 2021 unsealing of that indictment.” (3d
    Cir. D.I. 346 at 2.) It then clarified that the indictment had been
    unsealed in early January 2021 – which is confirmed by the
    docket – but nonetheless insisted that it did not know about the
    investigation until late January.
    164
    Dennis v. Sec’y, Pa. Dep’t of Corr., 
    834 F.3d 263
    , 291-92 (3d
    Cir. 2016) (en banc).
    The government responds that any knowledge the Texas
    prosecutors had about the O’Neal investigation should not be
    imputed to those in New Jersey and that, accordingly, the
    information was not in its possession – in any meaningful sense
    – at the time of trial. In this case, we need not wrestle with the
    question of imputation of knowledge, because Pelullo’s motion
    for a new trial would fail anyway for two distinct reasons: it
    would be time-barred and it would not rest on a material
    nondisclosure.
    First, remanding the case would prove fruitless because
    any motion would be time-barred. Rule 33(b)(1) provides that
    a motion for a new trial based on newly discovered evidence
    must be brought within three years of the verdict. See United
    States v. O’Malley, 
    833 F.3d 810
    , 813 (7th Cir. 2016) (applying
    Rule 33(b)(1) to Brady and Giglio claim); United States v.
    Battles, 
    745 F.3d 436
    , 447 (10th Cir. 2014) (same for Brady
    claim). That deadline is an “inflexible” one “meant to bring a
    definite end to judicial proceedings[.]” United States v. Higgs,
    
    504 F.3d 456
    , 464 (3d Cir. 2007). Pelullo contends that it is
    unfair to apply that rule here, where it was the government who
    kept the investigation hidden until more than three years after
    he was convicted, but that characterization, even if it were
    accurate, does not allow us to disregard Rule 33’s mandatory
    language. And, as the government points out, refusing to
    ignore the time limits of Rule 33 does not leave a defendant
    utterly bereft of the ability to pursue a Giglio claim. Once his
    convictions become final, he may be able to timely seek
    appropriate relief in the District Court pursuant to 
    28 U.S.C. § 2255
    . See O’Malley, 833 F.3d at 813 (concluding that “a
    165
    postjudgment motion based on newly discovered evidence
    which happens to invoke a constitutional theory” – such as
    Giglio – “can be brought under Rule 33(b)(1) or § 2255”).
    Second, Pelullo offers us no reason to believe that the
    nondisclosure of the investigation into O’Neal was material.
    The government’s failure to disclose potential impeachment
    evidence violates due process, and thus requires a new trial,
    “only if there is a reasonable probability that, had the evidence
    been disclosed to the defense, the result of the proceeding
    would have been different.” United States v. Bagley, 
    473 U.S. 667
    , 682 (1985). Put somewhat differently, a Brady or Giglio
    claim requires a showing that the undisclosed evidence “could
    reasonably be taken to put the whole case in such a different
    light as to undermine confidence in the verdict.” Kyles v.
    Whitley, 
    514 U.S. 419
    , 435 (1995). The O’Neal evidence does
    not change the lighting here in any material way. Had the
    Defendants known in advance that O’Neal was a subject (but
    not yet a target) of an investigation – and had they used that
    evidence to undermine O’Neal’s credibility on the stand or to
    persuade the government not to call O’Neal as a witness – that
    would not have saved them from conviction.
    Pelullo and the government disagree as to O’Neal’s
    significance to the prosecution’s case-in-chief: Pelullo calls
    him ”the Government’s main witness” (3d Cir. D.I. 345-2 at
    45), while the government says that his testimony was of a
    “limited nature” (3d Cir. D.I. 345-3 at 3). It appears to us that
    O’Neal’s testimony about the looting of FirstPlus was one
    piece of corroboration within a mass of damning evidence.
    There were nineteen other government witnesses and extensive
    documentary evidence. See, e.g., supra Sections II.G, III.A-B,
    IV.B, V.C-E. In the face of that overwhelming proof of guilt,
    166
    the Defendants could not have evaded conviction by pointing
    out that O’Neal ran a shady chiropractic practice, nor by
    persuading the government to sideline him at trial. Cf. Giglio,
    
    405 U.S. at 151, 154-55
     (finding due process violation where
    government did not reveal impeachment evidence about “the
    only witness linking petitioner with the crime[,]” on whose
    testimony “the Government’s case depended almost entirely”).
    Notwithstanding that other evidence, Pelullo insists that
    O’Neal’s testimony was essential to establishing the fraudulent
    acquisitions of Scarfo’s and Pelullo’s shell companies and to
    connecting Pelullo to LCN. He first argues that “the
    Government’s theory that the acquisitions were fraudulent
    depended directly upon O’Neal’s testimony, and specifically
    the notion that the acquisitions were made without [O’Neal’s]
    knowledge or consent.” (3d Cir. D.I. 345-2 at 18.) But
    Pelullo’s counsel already attacked O’Neal’s credibility on that
    claim at trial. He impeached O’Neal with a transcript of a
    board meeting in which O’Neal discussed the acquisition of
    Rutgers and authorized William Maxwell to sign off on the sale
    on his behalf. We seriously doubt that impeaching O’Neal
    with evidence of his unrelated wrongdoing would have
    changed his credibility in the eyes of the jury.
    As for Pelullo’s claim that O’Neal’s testimony was
    necessary to prove Pelullo’s mob ties, his own briefing
    undercuts that assertion. O’Neal testified that he was told by
    William Maxwell that Pelullo “was a consultant for Mr. Scarfo
    and his group[,]” which O’Neal took to mean that Pelullo was
    connected to “[o]rganized crime.” (JAC at 2595-96.) Pelullo
    himself portrays that statement as “cryptic and devoid of actual
    content[,]” and he likewise describes O’Neal’s testimony about
    his perception of Scarfo as “the Godfather” as unpersuasive
    167
    and speculative. (3d Cir. D.I. 345-2 at 18-22.) And, as Pelullo
    points out, O’Neal admitted on cross-examination that his only
    knowledge of organized crime came from watching movies
    and news coverage about Italian-American mobsters. More
    importantly, the proof of Pelullo’s mob ties hardly depended
    on O’Neal’s passing impressions. Pelullo’s own statements
    and long history with the Scarfos proved that point.120
    In short, the evidence of O’Neal’s participation in the
    kickback scheme does not “put the whole case in such a
    different light as to undermine confidence in the verdict.”121
    120
    As already noted, see supra Section IV.B.1, the
    evidence of Pelullo’s mob ties outside of what O’Neal had to
    say was extensive.       The government presented expert
    testimony about Scarfo’s and Scarfo’s father’s records of
    involvement with LCN. It then connected Pelullo to LCN
    through evidence of, inter alia, his effectively familial
    relationship with the Scarfos, his efforts to ensure Scarfo
    profited from FirstPlus without doing any work, and his fear of
    the consequences of failing to provide financially for Scarfo’s
    father.
    121
    Pelullo also uses his motion to address several other
    issues, including alleged deficiencies in the government’s
    pretrial compliance with its disclosure obligations unrelated to
    the O’Neal investigation and post-trial discoveries of purported
    inconsistencies in O’Neal’s testimony. He cites little in
    support of those allegations – some of which appear to
    duplicate arguments raised in his primary briefing – and offers
    no reason why those issues could not have been fully argued in
    his opening brief, so we decline to address them. See United
    168
    Kyles, 
    514 U.S. at 435
    . Remanding Pelullo’s case – and
    delaying the resolution of his and the other Defendants’
    appeals – would therefore inevitably fail to secure him a new
    trial, and so a remand is not in order.
    VIII. CONCLUSION
    The Defendants have raised a wide-ranging and
    extensive list of objections to their convictions and sentences,
    but none, save one, entitle any of them to relief. We will
    accordingly affirm the convictions and sentences of Scarfo,
    Pelullo, and William Maxwell. We will also affirm John
    Maxwell’s conviction, but we will vacate his sentence and
    remand to the District Court for further proceedings consistent
    with this opinion.         We conclude with a particular
    commendation to the District Court for its deft and wholly
    admirable management of this very complicated matter.
    States v. Rawlins, 
    606 F.3d 73
    , 82 n.11 (3d Cir. 2010) (refusing
    to address argument that appellant “fail[ed] to develop”);
    United States v. Pelullo, 
    399 F.3d 197
    , 222 (3d Cir. 2005)
    (requiring that issues be raised in an opening brief to avoid
    forfeiture).
    169