United States v. David Shulick ( 2021 )


Menu:
  •                                             PRECEDENTIAL
    UNITED STATES COURT OF APPEALS
    FOR THE THIRD CIRCUIT
    ______
    Nos. 18-3305 & 19-1011
    ______
    UNITED STATES OF AMERICA
    v.
    DAVID T. SHULICK,
    Appellant
    ______
    On Appeal from the United States District Court
    for the Eastern District of Pennsylvania
    (D. C. No. 2-16-cr-00428-001)
    District Judge: Honorable Harvey Bartle, III
    ______
    Argued December 10, 2020
    Before: MCKEE, PORTER and FISHER, Circuit Judges.
    (Filed: April 13, 2021)
    Hope C. Lefeber
    Suite 1205
    1500 John F. Kennedy Boulevard
    Two Penn Center Plaza
    Philadelphia, PA 19102
    Lisa A. Mathewson [ARGUED]
    Meredith A. Lowry
    Suite 1320
    123 South Broad Street
    Philadelphia, PA 19109
    Counsel for Appellant
    Christopher J. Mannion
    Michael T. Donovan
    William M. McSwain
    Robert A. Zauzmer [ARGUED]
    Office of United States Attorney
    615 Chestnut Street
    Suite 1250
    Philadelphia, PA 19106
    Counsel for Appellee
    ______
    OPINION OF THE COURT
    ______
    FISHER, Circuit Judge.
    Lawyer and businessman David Shulick owned a for-
    profit education company through which he contracted with
    the School District of Philadelphia to run its Southwest School,
    an institution designed to help some of Philadelphia’s most at-
    risk children. Under the contract, Shulick received over $2
    million to provide teachers, counselors, security, and special
    services to the charter school’s students. But instead of
    spending the money on the students as the contract required,
    2
    he embezzled funds for his personal benefit and the benefit of
    his co-conspirator, Chaka Fattah, Jr. After a complex, multi-
    year fraud investigation, Shulick was ultimately charged and
    convicted. He now appeals, alleging a number of errors,
    ranging from speedy trial right violations to errors in
    evidentiary rulings, faulty jury instructions, and sentencing
    miscalculations. After careful review of each claim, we
    conclude there was no reversible error in the proceedings and
    will therefore affirm.
    Shulick owned and operated Delaware Valley High
    School Management Corporation (DVHS), a for-profit
    business which provided alternative education to at-risk
    students. DVHS’s business model was to contract with school
    districts to handle the operation of their schools.
    One of those school districts was the School District of
    Philadelphia. In early 2010, the School District hired and
    signed a contract with DVHS and Shulick to operate its
    Southwest School in Philadelphia, an institution serving at-risk
    high school students with attendance, behavioral, emotional,
    and familial issues, including some who had dropped out of
    school entirely. The contract provided that DVHS would
    operate Southwest for the 2010-2011 and 2011-2012 school
    years. The School District set forth a high-level plan for
    Southwest, dictating the number of students enrolled at the
    school and the services to be provided to them. Specifically,
    DVHS had to provide (1) six teachers at a cost of $45,000 each;
    (2) benefits for the staff at a total cost of $170,000 per year; (3)
    four security workers totaling $130,000 per year; and (4) a
    trained counselor and two psychology externs totaling
    $110,000 per year. The agreement was not flexible as to
    3
    budgeted items. In a provision titled “Budget,” it required
    DVHS to “carry out the Work and bill the School District
    strictly in conformity with the Contractor’s Budget.” App.
    4847. Within these parameters, DVHS and Shulick had
    authority to manage and run the school. Shulick could
    implement a curriculum and program and could hire and fire
    staff as he saw fit.
    Despite the contract’s clear requirements, Shulick failed
    to provide the services and staff he agreed to. He failed to
    employ the dedicated security personnel the contract required.
    He hired fewer teachers, provided those whom he did hire with
    far fewer benefits than the budget allocated, and paid his
    educators salaries of only $36,000 a year—$9,000 less than
    promised. Shulick then reduced their salaries even further if
    they elected health insurance. He even attempted to lay off
    teachers at the end of the school year to avoid paying them the
    final few months of their salaries. Overall, Shulick represented
    to the School District that he would spend $850,000 on salary
    and benefits each year but spent under half of that: about
    $396,000 in 2010-11 and about $356,000 in 2011-12. In all, of
    the over $2 million in funds he received, he spent only
    $1,186,001 on expenditures designated for Southwest.
    Shulick’s failure to spend these funds on Southwest was
    part of an elaborate conspiracy to embezzle money. Shulick
    directed the unspent funds to co-conspirator Chaka Fattah, Jr.,
    an employee and confidante of Shulick and the son of former
    U.S. Representative Chaka Fattah, Sr. The two agreed that
    Fattah, Jr. would use the funds to pay off various liabilities
    incurred across Shulick’s business ventures, while also
    keeping a cut of the embezzled money for himself.
    At Shulick’s trial, a number of former DVHS
    employees testified to the harmful effects this scheme had.
    4
    Teachers explained that students dealing with abuse, addiction,
    trouble with the law, and other personal and familial hardships
    never received access to the counseling assistance Shulick
    promised to provide. Without security staff on site, teachers
    had to attempt to keep the children safe while also educating
    them. Some employees confronted Shulick about his failure to
    pay for these services for Southwest’s students. He would lie
    and direct his staff to misrepresent and misreport to cover up
    his fraud.
    After a multi-year investigation, Shulick was indicted
    on October 11, 2016. He was charged with conspiring with
    Fattah, Jr. to embezzle from a program receiving federal funds
    (
    18 U.S.C. § 371
    ); embezzling funds from a federally funded
    program (
    18 U.S.C. § 666
    (a)(1)(A)); wire fraud (
    18 U.S.C. § 1343
    ); bank fraud (
    18 U.S.C. § 1344
    ); making a false statement
    to a bank (
    18 U.S.C. § 1014
    ); and three counts of filing false
    tax returns (
    26 U.S.C. § 7206
    (1)). He was arraigned on October
    13, 2016. The wire fraud charges were subsequently dropped.
    A year later, Shulick moved to dismiss the indictment,
    asserting his speedy trial rights. The District Court denied his
    motion (and later, renewed motions), and the case ultimately
    went to trial. Following a three-week trial, a jury convicted him
    on May 8, 2018 on all charges.
    On the conspiracy, federal program embezzlement,
    bank fraud, and false statement counts, Shulick was sentenced
    to 60 months’ imprisonment and three years’ supervised
    release. On the three tax fraud convictions, Shulick was
    sentenced to 20 months for each count, to be served
    consecutively to each other but concurrently with the sentence
    on the other convictions, plus a year of supervised release. The
    District Court also imposed two fines of $20,000 each and a
    5
    special assessment of $700. It ordered restitution of $759,735
    to the School District and $5,000 to PNC Bank.
    1
    Shulick appeals, asserting several theories to challenge
    his conviction and sentence. After careful consideration, we
    reject each.
    Shulick first argues his conviction must be reversed
    because the District Court violated his constitutional and
    statutory rights to a speedy trial. The Sixth Amendment
    guarantees “the right to a speedy . . . trial.” U.S. Const. amend.
    VI. To effectuate this constitutional guarantee, Congress
    enacted the Speedy Trial Act, 
    18 U.S.C. § 3161
     et seq., which
    “set[s] specified time limits . . . within which criminal trials
    must be commenced.” United States v. Williams, 
    917 F.3d 195
    ,
    199 (3d Cir. 2019) (quoting United States v. Rivera Constr.
    Co., 
    863 F.2d 293
    , 295 (3d Cir. 1988)).
    The Speedy Trial Act requires that trial begin within 70
    days of indictment or initial appearance, whichever occurs
    later. 
    18 U.S.C. § 3161
    (c)(1). However, certain periods of time
    may be excluded, including when a judge grants a continuance
    “on the basis of his findings that the ends of justice served by
    [the continuance] outweigh the best interest of the public and
    the defendant in a speedy trial.” 
    18 U.S.C. § 3161
    (h)(7)(A).
    1
    The district court had jurisdiction pursuant to 
    18 U.S.C. § 3231
    . We have jurisdiction under 
    28 U.S.C. § 1291
     to
    review its final order of conviction, and under 
    18 U.S.C. § 3742
    to review the sentence.
    6
    In August 2017, as trial preparation was drawing to a
    close, the Government discovered that years before, during its
    lengthy investigation, one of the servers seized from DVHS
    had been filed under the wrong case number. Instead of being
    filed with the investigation into Shulick and Fattah, Jr.’s
    conspiracy, the server was mistakenly filed with a separate,
    unrelated investigation into former Congressman Chaka
    Fattah, Sr. On realizing this mistake, the Government promptly
    informed the District Court and made an untimely production
    of 1.5 million pages of documents and 900,000 emails. It
    declined, however, to voluntarily dismiss the indictment.
    Shulick, invoking the Speedy Trial Act, moved to
    dismiss the indictment. The District Court denied his motion,
    saying it was only speculation that the remaining 64 days on
    the 70-day clock would expire before the case was ready for
    trial. 2 The Court also stated that, upon an appropriate motion
    by the parties or sua sponte, it could, if necessary, continue the
    trial upon making the appropriate findings to support that the
    ends of justice would be served by a delay. In a separate order,
    the Court did just that. It issued an ends-of-justice continuance
    under § 3161(h)(7)(A) and moved the previously scheduled
    October 2, 2017 trial to April 11, 2018.
    Shulick argued in the District Court that the Speedy
    Trial Act does not permit such a continuance where the delay
    is caused by a “lack of diligent preparation . . . on the part of
    the attorney for the Government.” 
    18 U.S.C. § 3161
    (h)(7)(C).
    Rejecting that characterization, the Court held that
    2
    Six of the 70 days had passed between Shulick’s initial
    appearance and an order by the District Court deferring the trial
    based on the complexity of the case and time needed for
    defense counsel to prepare.
    7
    the ends of justice served by granting this
    continuance outweigh the best interest of the
    public and defendant in a speedy trial,
    specifically the case is so unusual or complex
    due to the nature of the prosecution that it is
    unreasonable to expect adequate preparation by
    defense counsel for the trial itself within the time
    limits otherwise set by the Speedy Trial Act.
    App. 46; see 
    18 U.S.C. § 3161
    (h)(7)(B)(ii) (listing case
    complexity as one of statutory bases for an ends-of-justice
    continuance).
    Shulick now argues that despite the District Court
    articulating case complexity as its motivating reason, the
    continuance could only have been granted for one reason—the
    Government’s faulty production. The Court’s ruling was
    therefore in error, says Shulick, because “[t]he reasons stated
    by the judge” are required to “actually have been the factors
    motivating his decision to grant the continuance.” United
    States v. Crane, 
    776 F.2d 600
    , 606 (6th Cir. 1985). Shulick also
    contends, as he did below, that the continuance was not
    permissible, because “[n]o continuance . . . shall be granted
    because of . . . lack of diligent preparation . . . on the part of the
    attorney for the Government.” 
    18 U.S.C. § 3161
    (h)(7)(C).
    We review a district court’s interpretation of the Speedy
    Trial Act de novo; its fact-finding for clear error; and its
    decision to grant a continuance, after proper application of the
    statute to the facts, for an abuse of discretion. United States v.
    Rivera Constr. Co., 
    863 F.2d 293
    , 295 n.3 (3d Cir. 1988).
    Beginning with Shulick’s first argument, we first note there is
    ample evidence to support that the case is complex. The
    prosecution, stemming from a multi-year investigation
    involving millions of pages of documents, was designated as
    8
    complex under 
    18 U.S.C. § 3161
    (h)(7)(B)(ii) from the time of
    arraignment on October 13, 2016. The granting of
    continuances in response to the various intricacies and knots in
    the case is nothing new. In fact, Shulick requested and was
    granted multiple continuances to wade through discovery
    materials.
    Beyond that, Shulick’s reliance on Crane is misplaced.
    There, the Sixth Circuit concluded that the district judge’s
    stated reasons for granting a continuance—case complexity,
    among other things—were not the court’s actual motivation.
    
    776 F.2d at 604
    . But unlike here, the district judge in Crane
    admitted arranging “for [a] [m]agistrate to impanel a jury,”
    despite being unavailable to try the case for the following two
    weeks, in “an inappropriate effort to begin the trial within the
    70 days.” 
    Id. at 606
     (citation omitted). Shulick has offered no
    evidence of any similar inappropriateness, only an
    unsubstantiated claim of pretextuality. We see nothing to
    suggest the District Court acted with “an intent to merely pay
    the Act lip service,” United States v. Gonzalez, 
    671 F.2d 441
    ,
    444 (11th Cir. 1982); rather, it rightfully acted to remedy the
    Government’s admitted discovery violation by continuing the
    trial to avoid prejudicing the defense and by enforcing a
    previously issued ban on the prosecution from using at trial any
    documents produced after June 1, 2017. This was a proper
    remedy. See United States v. Cianciola, 
    920 F.2d 1295
    , 1300
    (6th Cir. 1990) (holding that the district court properly granted
    a continuance when the Government inadvertently failed to
    timely provide discovery, as “the interests of justice in
    allowing defense counsel more time to prepare for trial
    outweighed the need for a speedy trial”).
    Shulick’s second argument posits that even if the
    District Court’s stated reason was the actual reason for the
    continuance, the Government’s failure to comply with
    9
    discovery rules categorically prohibits an ends-of-justice
    continuance, because a discovery violation always constitutes
    a “lack of diligent preparation” under § 3161(h)(7)(C). The
    Government responds by citing persuasive authority holding
    that a discovery violation does not rise to the level of a “lack
    of diligent preparation” unless it was in bad faith or the
    violations were chronic.
    The Speedy Trial Act does not define a “lack of diligent
    preparation” and we have not yet addressed whether that
    phrase means any discovery violation or only those of the more
    egregious variety. Requiring a chronic mistake or bad faith
    does, however, find support in decisions of our sister Circuits
    and in persuasive district court rulings. See, e.g., Cianciola,
    920 F.2d at 1300 (district court rightly excluded delay caused
    by prosecutor’s inadvertent failure to mail a discovery
    response because it was neither in bad faith nor chronic);
    United States v. Henry, 
    698 F.2d 1172
    , 1174 (11th Cir. 1983)
    (district court did not abuse its discretion in finding delay
    excludable, where the Government failed to fully comply with
    all discovery orders, as “a trial judge must be given broad
    discretion in attempting to comply with the mandates of the
    Speedy Trial Act and the exclusions thereto”); United States v.
    Huff, 
    246 F. Supp. 2d 721
    , 726-27 (W.D. Ky. 2003) (“[I]t
    would be unfair to classify the United States’ omission as a
    lack of preparedness especially where the Court found that the
    United States acted negligently, not in bad faith or as part of a
    pattern of chronic discovery abuse.”); see also United States v.
    Jain, No. 19-cr-59 (PKC), 
    2020 WL 6047812
    , at *11
    (S.D.N.Y. Oct. 13, 2020) (collecting additional cases).
    We are persuaded by these cases. “[T]he Speedy Trial
    Act was not intended ‘to provide defendants with tactics for
    ensnaring the courts into situations where charges will have to
    be dismissed on technicalities.’” Cianciola, 920 F.2d at 1298
    10
    (quoting United States v. Bufalino, 
    683 F.2d 639
    , 646 (2d Cir.
    1982)). Rather, it is well within the district courts’ expertise to
    distinguish between one-off or lesser discovery violations and
    those committed chronically or in bad faith. Leaving these
    matters with the district courts also comports with their general
    authority to oversee discovery and craft appropriate remedies
    for discovery violations. See United States v. Lee, 
    573 F.3d 155
    , 161 (3d Cir. 2009) (“When a party fails to comply with
    [Federal Rule of Criminal Procedure 16, which governs
    discovery and discovery violations], the district court is
    empowered to order that party to comply with the Rule, grant
    a continuance, exclude the evidence, or enter other just
    relief.”). Just as the District Court here fashioned an
    appropriate continuance and sanction in response to the
    Government’s discovery practices, so too will other trial judges
    craft an appropriate response on a case-by-case basis—
    something which Shulick’s categorical approach would
    preclude.
    Having rejected Shulick’s categorical rule, we now hold
    that he fails to meet his burden of showing that the
    Government’s untimely production rises to the level of a “lack
    of diligent preparation” under the facts of the case. 
    18 U.S.C. § 3161
    (h)(7)(C). Shulick contends the Government’s conduct
    was “chronic,” pointing to the District Court’s previous
    criticisms of its slow, rolling productions during discovery.
    However, these critiques pertained to earlier productions, not
    the August 2017 production at issue. Shulick never asserted
    any speedy trial claim with respect to these earlier productions,
    instead using them as grounds for requesting multiple
    11
    continuances. 3 Shulick fails to make any non-cursory argument
    about why the Government’s admittedly careless discovery
    mistake—a one-time administrative mishap, which the
    prosecution promptly admitted and which the District Court
    appropriately remedied—is chronic. The continuance did not
    violate the Speedy Trial Act.
    Separate from his Speedy Trial Act argument, Shulick
    argues that his Sixth Amendment right to a speedy trial was
    violated. “In assessing a constitutional speedy trial claim, we
    consider the ‘[l]ength of delay, the reason for the delay, the
    defendant’s assertion of his right, and prejudice to the
    defendant.’” United States v. Shaw, 
    891 F.3d 441
    , 454 (3d Cir.
    2018) (quoting Barker v. Wingo, 
    407 U.S. 514
    , 530 (1972)).
    “All factors must be considered and weighed as no one factor
    is dispositive nor ‘talismanic.’” Hakeem v. Beyer, 
    990 F.2d 750
    , 759 (3d Cir. 1993) (quoting Barker, 
    407 U.S. at 533
    ).
    Applying the factors, the District Court found no Sixth
    Amendment violation. It reasoned that there was an 18-month
    delay from indictment to trial attributable to the Government
    and that Shulick indeed asserted his right. He failed, however,
    to establish prejudice. We review the District Court’s factual
    findings for clear error and legal conclusions de novo. United
    States v. Velazquez, 
    749 F.3d 161
    , 174 (3d Cir. 2014).
    On appeal, Shulick argues, first, that the District Court
    erred because it did not consider pre-indictment delay in its
    Barker analysis. He relies on United States v. Ingram, in which
    the Eleventh Circuit held it “appropriate to consider inordinate
    pre-indictment delay in determining how heavily post-
    3
    This is not to say that a series of slow productions,
    even those concerning different discoverable material, can
    never support a “lack of diligent preparation.”
    12
    indictment delay weighs against the Government.” 
    446 F.3d 1332
    , 1339 (11th Cir. 2006). Shulick insists that the
    Government delayed from the time the investigation began in
    2011, and that an indictment could have been secured by late
    2014. He was not indicted until October 2016.
    The District Court correctly rejected this argument.
    Unlike the Eleventh Circuit, we have held that “[t]he speedy
    trial guarantee of the Sixth Amendment does not apply to pre-
    indictment delay.” United States v. Sebetich, 
    776 F.2d 412
    , 429
    (3d Cir. 1985). 4 This Court has explained that no “rights under
    the Sixth Amendment . . . attach to a preindictment, pre-arrest
    delay” as “‘the Sixth Amendment speedy trial provision has no
    application until the putative defendant in some way becomes
    an “accused,” an event which occurred in this case only when
    the appellees [defendants] were indicted . . . .’” United States
    v. Dukow, 
    453 F.2d 1328
    , 1330 (3d Cir. 1972) (quoting United
    States v. Marion, 
    404 U.S. 307
    , 313 (1971)). As in Dukow, “our
    inquiry on the speedy trial contention is at an end because the
    indictment in this case was handed down within the applicable
    period of limitations.” 
    Id.
    Shulick’s second Sixth Amendment argument is that the
    District Court wrongly rejected his claim of prejudice—the
    most important factor in the Barker analysis. Hakeem, 
    990 F.2d at 760
    . This factor is to be “assessed in light of certain of
    the interests which the speedy trial right was designed to
    4
    Rather, it is “the Due Process Clause of the Fifth
    Amendment [which] protects defendants against oppressive
    pre-indictment delay within the applicable limitations period.”
    Id. at 430. Shulick, however, has only raised a Sixth
    Amendment claim and has not attempted to “invoke the
    extreme sanction of dismissal . . . under the Due Process
    Clause.” Id.
    13
    protect: preventing oppressive pretrial incarceration,
    minimizing anxiety and concern of the accused, and limiting
    the possibility that the defense will be impaired.” Virgin
    Islands v. Pemberton, 
    813 F.2d 626
    , 629 (3d Cir. 1987).
    Pointing to that final interest, Shulick argues his ability to
    present a defense was prejudiced when a witness, Philadelphia
    School District Assistant Superintendent Benjamin Wright,
    was rendered unavailable by illness. The District Court,
    however, determined that Shulick failed to offer sufficient
    factual support for this supposed prejudice, because he did not
    explain what Wright’s testimony would be or even that it
    would be favorable, despite having interviewed him before he
    became unavailable.
    On appeal, Shulick asserts—but again fails to
    substantiate—that Wright’s testimony would have been
    “important[] to Shulick’s authorization and good faith
    defense.” Appellant’s Br. 40. As the District Court correctly
    concluded, a conclusory claim of this sort falls short of what is
    required of a defendant to successfully establish prejudice. See
    Hakeem, 
    990 F.2d at 763
     (“General allegations that witnesses’
    memories have faded are insufficient to create prejudice . . .
    Hakeem has not pointed to any evidence in the state record that
    shows the [witnesses] would have been able to corroborate his
    presence . . . .”). For example, in United States v. Harris, the
    Fifth Circuit rejected a vague claim of prejudice similar to
    Shulick’s. 
    566 F.3d 422
    , 433 (5th Cir. 2009). There, the
    defendant argued he was prejudiced by the loss of a witness
    who died twenty months after the indictment. 
    Id.
     The
    defendant, however, backed up his claim with only a
    conclusory assertion that the witness “could have supported
    defense assertions of innocence at trial.” 
    Id.
     Such a “blanket
    statement,” said the court, “gives no indication as to the content
    and relevance of the lost testimony, and how its absence
    14
    impaired [the] defense.” 
    Id.
     Shulick’s nonspecific claim of
    prejudice is inadequate for this very same reason. The Harris
    court also noted that the defendant failed to “explain why he or
    his attorneys failed to take any steps to preserve [the witness’s]
    testimony for trial.” 
    Id.
     Shulick’s defense has been similarly
    neglectful.
    Beyond Shulick’s failure to substantiate his claim of
    prejudice, his Sixth Amendment argument must be rejected for
    another reason. Even if Shulick’s claims about Wright’s
    testimony were true, the District Court correctly reasoned that
    the School District’s (and Wright’s) purported satisfaction with
    Shulick’s performance is legally irrelevant. “The negligence of
    the victim in failing to discover a fraudulent scheme is not a
    defense to criminal conduct.” United States v. Coyle, 
    63 F.3d 1239
    , 1244 (3d Cir. 1995). Thus, having rejected both his
    statutory and constitutional claims, we conclude that the
    District Court did not violate Shulick’s speedy trial rights.
    Shulick next argues that the District Court committed
    reversible evidentiary and instructional errors. We review a
    decision on the admissibility of evidence for an abuse of
    discretion and review on a plenary basis a district court’s
    interpretation of the Federal Rules of Evidence. United States
    v. Gonzalez, 
    905 F.3d 165
    , 195 (3d Cir. 2018).
    1. The District Court properly defined “agency” under 
    18 U.S.C. § 666
     and rightfully excluded an agency clause in the
    Southwest contract
    Shulick was convicted under 
    18 U.S.C. § 666
    , which
    criminalizes theft from organizations receiving federal
    funding. Under the statute, (1) “an agent of an organization”
    (2) who “embezzles, steals, obtains by fraud, or otherwise
    15
    without authority knowingly converts to the use of any person
    other than the rightful owner or intentionally misapplies,
    property” (3) that “is valued at $5,000 or more” and (4) is
    “owned by, or is under the care, custody, or control of such
    organization,” commits a federal offense. 
    18 U.S.C. § 666
    (a)(1)(A). For the statute to apply, the organization must
    “receive[], in any one year period, benefits in excess of
    $10,000 under a Federal program.” 
    Id.
     § 666(b).
    In seeking to overturn his federal program theft
    conviction, Shulick targets the requirement that the defendant
    be an “agent” of the organization receiving federal funds. Id.
    § 666(a)(1)(A). He argues he was not an “agent” within the
    meaning of the statute.
    Under the statutory definition, an “agent” is “a person
    authorized to act on behalf of another person or a government
    and, in the case of an organization or government, includes a
    servant or employee, and a partner, director, officer, manager,
    and representative.” Id. § 666(d)(1). An independent contractor
    who exercises managerial responsibility can be an “agent.”
    United States v. Vitillo, 
    490 F.3d 314
    , 323 (3d Cir. 2007)
    (stating that § 666(d)(1)’s list is not exhaustive, as “an ‘agent’
    is merely a person with authority to act on behalf of the
    organization receiving federal funds”).
    With respect to agency, Shulick posits two errors. First,
    he argues the District Court wrongly prohibited him from
    presenting evidence of a clause in the Southwest contract
    which reads: “Neither the Contractor nor the School District
    shall have any power to bind the other party in any manner
    whatsoever to any third party. The Contractor does not
    function as an agent of the School District in its dealings with
    any third party.” App. 4946-47. The District Court ruled this
    clause irrelevant, reasoning that the parties “cannot bind the
    16
    federal government in a criminal trial . . . by simply saying
    they’re not agents of one another.” App. 4455.
    While “the bar for what constitutes relevant evidence
    is low,” Forrest v. Parry, 
    930 F.3d 93
    , 114 (3d Cir. 2019), it
    cannot be said that the District Court’s ruling was an abuse of
    discretion. Indeed, the very cases Shulick cites support
    exclusion of the clause. In United States v. Lupton, the Seventh
    Circuit pointedly explained the lack of relevance of any such
    contractual provision:
    Whether Lupton is considered an “agent” for
    purposes of 
    18 U.S.C. § 666
     is determined by
    that statute, not by the terms of a private contract.
    Parties cannot contract around definitions
    provided in criminal statutes; even if Lupton
    could not be considered a common law agent
    under [the] contract, it is nonetheless possible for
    him to be an “agent” under the terms of 
    18 U.S.C. § 666
    (d)(1). . . . The statutory definition
    of ‘agent’ is an expansive one.
    
    620 F.3d 790
    , 800-01 (7th Cir. 2010); see also United States v.
    Hudson, 
    491 F.3d 590
    , 594 (6th Cir. 2007) (stating that the
    contract “does not resolve the inquiry” and rather, the focus
    should be on “whether [the defendant] satisfies the statute’s
    general definition of an agent—whether [he] was ‘authorized
    to act on behalf of’ the school district’” (quoting 
    18 U.S.C. § 666
    (d)(1)). Here, the District Court did not stumble in
    disregarding the parties’ contractual delineation of the scope of
    Shulick’s authority, especially given the substantial evidence
    showing that Shulick had the power to act on behalf of the
    School District. He was given significant managerial control
    over the administration of Southwest, such as the power to hire
    17
    and fire teachers, establish curriculum, and control day-to-day
    activities.
    Next, Shulick challenges the District Court’s jury
    instruction on the agency element. The Court used language
    from the Third Circuit’s model instruction, but also altered the
    model in one respect. The model instruction reads:
    A person may be an agent of an organization
    without being an employee of that organization.
    An outside consultant who exercises significant
    managerial      responsibility    within     the
    organization is an agent of that organization if
    the consultant is authorized to act on behalf of
    the organization.
    Third Cir. Model Crim. Jury Instr. 6.18.666A1A-1. The
    District Court read the first sentence of the model but omitted
    the second. 5 Shulick challenges that omission on appeal.
    However, he failed to make this objection in the District Court,
    5
    The Court also correctly instructed the jury that:
    An agreement between the parties to a contract .
    . . does not establish an agency relationship is not
    binding on the federal government in a criminal
    prosecution. You must disregard any testimony
    or other exhibit as to what the School District of
    Philadelphia and Shulick, Delaware Valley High
    School or Unique Educational Experiences has
    agreed regarding any agency relationship in their
    contracts. However, you may consider other
    evidence related to the issue of agency.
    App. 4423-24.
    18
    which “would constitute a waiver of [his] right to assert any
    legal error unless it was of such a magnitude as to constitute
    plain error.” Karabin v. Petsock, 
    758 F.2d 966
    , 969 (3d Cir.
    1985). There was no plain error. “[A] model jury instruction
    itself is neither law nor precedential,” but is “designed to help
    litigants and trial courts . . . to distill the law correctly.”
    Robinson v. First State Cmty. Action Agency, 
    920 F.3d 182
    ,
    190 (3d Cir. 2019). Here, the District Court adopted the crux
    of the model instruction—someone outside an organization can
    also be an agent—and that statement of the law accords with
    our interpretation of § 666(d)(1). Vitillo, 
    490 F.3d at 323
    .
    2. The District Court properly excluded irrelevant evidence
    Shulick next argues that the District Court abused its
    discretion in excluding evidence that would have shown that
    he did not, as § 666(a)(1)(A) requires, use funds “without
    authority”—i.e. in an “unauthorized or unjustifiable or
    wrongful” way. United States v. Baroni, 
    909 F.3d 550
    , 582 (3d
    Cir. 2018), abrogated on other grounds by Kelly v. United
    States, 
    140 S. Ct. 1565
     (2020). This evidence included a prior
    request for proposal put out by the School District, which
    arguably suggested that the District placed little importance on
    a contract’s budget by weighting it at only 10% in a ranking
    system used to evaluate bids for the job. It also included
    evidence showing that School District employees failed to
    object to certain expenditures which did not conform to the
    contract’s budget, thereby ratifying them, according to
    Shulick.
    We see no abuse of discretion. The District Court
    appropriately excluded the request for proposal on relevancy
    grounds because it was specific to a 2008 bidding process that
    predated by two years Shulick’s involvement with Southwest
    and DVHS’s contract with the School District. On appeal,
    19
    Shulick merely re-ups his disagreement with the Court’s
    relevancy determination but offers no legal authority or
    reasoned argument to show reversible error.
    The District Court also rightfully barred the evidence
    suggesting that School District employees failed to
    affirmatively object to Shulick’s noncompliant expenditures.
    As we have already noted, “[t]he negligence of the victim in
    failing to discover a fraudulent scheme is not a defense,” Coyle,
    
    63 F.3d at 1244
    , so victim inobservance indeed bore no
    relevance. The school district’s failure to catch Shulick’s
    crimes does not negate his fraud.
    3. The District Court properly excluded the expert testimony
    of Frederick Hamilton
    Shulick next challenges the District Court’s exclusion
    of Frederick Hamilton’s testimony on the ground that he was
    an untimely-disclosed expert witness. According to Shulick,
    the trial court improperly classified Hamilton’s presentation as
    expert testimony, subject to Federal Rule of Criminal
    Procedure 16’s disclosure regime, rather than summary
    evidence. See Fed. R. Evid. 1006 (allowing a “summary, chart,
    or calculation to prove the content of voluminous writings,
    recordings, or photographs that cannot be conveniently
    examined in court.”).
    The record shows otherwise. In a sidebar discussion
    partway through the trial, District Judge Bartle questioned
    defense counsel about their plans to call Hamilton as a witness.
    In this discussion, as recounted in a judicially-approved
    statement under Federal Rule of Appellate Procedure 10(c), the
    Government asked the District Court to direct Shulick’s
    counsel to fully disclose Hamilton’s expert opinions, bases,
    and reasons. See Fed. R. Crim P. 16(b)(1)(C) (requiring a
    defendant to, “at the government’s request, give to the
    20
    government a written summary” of any planned expert
    testimony, which “must describe the witness’s opinions, the
    bases and reasons for those opinions, and the witness’s
    qualifications.”). At the time of this conversation, the defense
    had provided only minimal information on Hamilton, namely,
    his curriculum vitae and a short description of what he might
    testify to—a disclosure which Judge Bartle agreed was
    insufficient under Rule 16. Importantly, Judge Bartle stated
    that if Shulick wanted to offer Hamilton as an expert witness,
    the defense would have to make an additional, full disclosure
    of his opinions, bases, and reasons. Judge Bartle then
    specifically asked defense counsel whether they intended to
    offer Hamilton as an expert. Defense counsel responded that
    they would not make any further disclosure and that Hamilton
    would be offered solely as a summary witness.
    But when Hamilton was called to the stand at the
    opening of the defense case, he attempted to offer expert
    testimony. Specifically, Hamilton, a CPA who acknowledged
    that he had previously served as an expert “hundreds of times,”
    App. 4135, was asked why it was appropriate to allocate certain
    shared costs across Shulick’s business ventures to the budget
    for Southwest—a post-hoc analysis, involving the application
    of Hamilton’s own formulas and judgment to facts. The
    District Court ultimately excluded this testimony, accepting
    the Government’s argument that it was undisclosed “expert
    opinion based on his years of accounting experience, based on
    his forensic background, and based on information that is not
    available from the records.” App. 4146-47.
    We agree and reject Shulick’s characterization of
    Hamilton’s sophisticated analysis as mere summary. If a
    purported summary includes “assumptions” and “inferences”
    that “represent [the witness’s] opinion, rather than the
    underlying information,” it is actually expert testimony
    21
    “subject to the rules governing opinion testimony.” Eichorn v.
    AT&T Corp., 
    484 F.3d 644
    , 650 (3d Cir. 2007). Here, the
    witness’s testimony would have involved him explaining his
    analytical assumptions and professional opinion, based on his
    accounting expertise, that it was appropriate to allocate some
    of Shulick’s general (and even unrelated) business costs as
    expenditures for the Southwest school. The apportionments
    Hamilton advanced were not contained in any of the
    documents governing the parties’ relationship. Rather, they
    would have required the retroactive application of business and
    accounting principles and Hamilton’s own judgment to the
    facts—in other words, classic expert testimony, rightly
    excluded.
    Shulick next claims there was reversible error in the
    District Court’s jury instructions on federal program theft. The
    federal program theft statute makes liable a person who
    “embezzles, steals, obtains by fraud, or otherwise without
    authority knowingly converts to the use of any person other
    than the rightful owner or intentionally misapplies, property.”
    
    18 U.S.C. § 666
    (a)(1)(A) (emphasis added). Shulick argues the
    District Court erred in instructing that an intentional
    misapplication within the meaning of § 666(a)(1)(A) can be
    found even if the misuse of funds still benefited the victim.
    In so stating to the jury, the District Court deployed our
    model instruction, 3d Cir. Model Jury Inst. 6.18.666A1A-3,
    stating:
    To intentionally misapply money or property
    means to intentionally use money or property of
    the School District of Philadelphia, knowing that
    22
    such use is unauthorized or unjustifiable or
    wrongful. Misapplication includes the wrongful
    use of the money or property for an unauthorized
    [purpose], 6 even if such use benefitted the School
    District of Philadelphia.
    App. 4425-26 (emphasis added). Shulick contends the
    emphasized language is bad law.
    We exercise plenary review over the question of
    whether a jury instruction contained an incorrect statement of
    law. United States v. Friedman, 
    658 F.3d 342
    , 352 (3d Cir.
    2011). At the outset, we note the general unlikelihood that a
    model instruction is erroneous. See Robinson, 920 F.3d at 190
    (“Given the care put into [its] drafting, we have observed it is
    unlikely ‘that the use of [a] model jury instruction can
    constitute error.’” (quoting United States v. Petersen, 
    622 F.3d 196
    , 208 (3d Cir. 2010))).
    We now turn to the statutory text to determine if our
    model is in accord with the law. Federal program theft occurs
    when the defendant “embezzles, steals, obtains by fraud, or
    otherwise without authority knowingly converts to the use of
    any person other than the rightful owner or intentionally
    misapplies, property.” 
    18 U.S.C. § 666
    (a)(1)(A) (emphasis
    6
    In reading this instruction, the District Court
    accidentally substituted the word “person” for “purpose,”
    saying that “[m]isapplication includes the wrongful use of
    money or property for an unauthorized person.” App. 4426.
    After being alerted of this slip of the tongue, the Court
    corrected its misstatement, saying “I said ‘unauthorized
    person.’ I should have said ‘unauthorized purpose,’ and you
    will see that in the written instructions -- that it’s correct,
    ‘unauthorized purpose.’” App. 4464.
    23
    added). The emphasized phrase is a limiting condition, which
    would require that the property be used for someone else’s
    benefit besides the defrauded organization. In other words, if
    the funds were still used to benefit the “rightful owner”—as
    our model instruction provides—then this condition would not
    be satisfied and federal program theft would not have occurred.
    However, in parsing the statutory language, we must be
    careful to determine which word or words this limiting
    condition modifies. Again, federal program theft occurs when
    the defendant “embezzles, steals, obtains by fraud, or
    otherwise without authority knowingly converts to the use of
    any person other than the rightful owner or intentionally
    misapplies, property.” 
    18 U.S.C. § 666
    (a)(1)(A) (emphasis
    added). The disjunctive “or” suggests that an intentional
    misapplication of funds is a separate way of satisfying the
    statute, apart from the earlier prohibition on conversion, which
    is subject to the aforementioned limiting phrase. Under the rule
    of the last antecedent, that qualification should be read only to
    modify the word it immediately follows: “converts.” 
    Id.
     §
    666(a)(1)(A); see Lockhart v. United States, 
    136 S. Ct. 958
    ,
    962 (2016) (applying limiting phrase in a statute to only “the
    antecedent immediately preceding it”). Most importantly for
    our purposes, it would not narrow the meaning of
    “intentionally misapplies,” as Shulick would have it.
    Use of those words of limitation earlier in §
    666(a)(1)(A) also shows that Congress knew how to expressly
    impose a condition that would require the defrauded property
    to inure to another’s benefit for liability to attach. If Congress
    wished to subject intentional misapplication to this same
    condition, it could have included parallel language after
    intentional misapplication—for example, drafting the statute to
    read: “intentionally misapplies for the use of any person other
    than the rightful owner, property.” Congress, however, did not
    24
    do that. We generally presume such differences in drafting to
    be purposeful. In re Bayer AG, 
    146 F.3d 188
    , 193 (3d Cir.
    1998).
    The interpretation we have espoused thus far finds
    additional support when we compare the current version of §
    666(a)(1)(A) to an earlier version of the statute. The prior
    version placed the limiting condition after all six statutory
    prohibitions, including willful misapplication, the precursor to
    the “intentionally misapplies” prohibition. See Act of Oct. 12,
    1984, Pub. L. 98-473, 
    98 Stat. 1837
    , 2143 (“embezzles, steals,
    purloins, willfully misapplies, obtains by fraud, or otherwise
    knowingly without authority converts to his own use or to the
    use of another”) (emphases added). Under this version of the
    statute, Shulick would have a better argument that the
    condition qualifies all words before it, as a unitary whole. But,
    by separating the intentional misapplication offense from that
    qualifying language in the current text, Congress intended, we
    believe, to reinforce that this term was not so limited. See Stone
    v. INS, 
    514 U.S. 386
    , 397 (1995) (“When Congress acts to
    amend a statute, we presume it intends its amendment to have
    real and substantial effect.”).
    Shulick counters this by pointing to snippets in the
    legislative history which refer to Congress’ revisions as only a
    “technical” amendment. S. Rep. No. 99-278, 99th Cong., 2d
    Sess. (1986) (accompanying S. 1236, 99th Cong. § 59(a)
    (enacted bill)), at 7 (1986); H.R. Rep. No. 99-797 (1986)
    (accompanying H.R. 5241, 99th Cong. § 42(a) (House version)
    (1986)), at 30). But such statements, which do not even address
    the interpretive question at issue, cannot overcome what the
    plain text commands. United States ex rel. Mistick PBT v.
    Hous. Auth., 
    186 F.3d 376
    , 395 (3d Cir. 1999) (“[R]ecourse to
    legislative history or underlying legislative intent is
    25
    unnecessary when a statute’s text is clear and does not lead to
    an absurd result.”).
    Our sister Circuits have also refused to limit intentional
    misapplication under § 666(a)(1)(A) as Shulick asks us to do.
    See United States v. Urlacher, 
    979 F.2d 935
    , 938 (2d Cir. 1992)
    (“The first four prohibitions cover any possible taking of
    money for one’s own use or benefit,” so “in order to avoid
    redundancy, [‘intentionally misapplies’] must mean intentional
    misapplication for otherwise legitimate purposes.”); United
    States v. Cornier-Ortiz, 
    361 F.3d 29
    , 37 (1st Cir. 2004) (citing
    Urlacher to conclude that using funds for legitimate purposes,
    but in violation of conflict of interest rules, is still an intentional
    misapplication); United States v. Frazier, 
    53 F.3d 1105
    , 1114
    (10th Cir. 1995) (concluding there was a misapplication even
    though “[t]he funds were [still] used to purchase computers and
    computer equipment for the educational organization,” the
    victim). We too have once stated that § 666(a)(1)(A) reaches
    an unauthorized use of property which nevertheless benefits
    the victim. See United States v. Baroni, 
    909 F.3d 550
    , 582 (3d
    Cir. 2018) (“Misapplication includes the wrongful use of the
    money or property for an unauthorized purpose, even if the use
    actually benefitted the Port Authority.” (quoting the District
    Court’s recantation of 3d Cir. Model Jury Inst. 6.18.666A1A-
    3)).
    Baroni, however, was reversed by Kelly v. United
    States. 
    140 S. Ct. 1565
     (2020). Under Kelly, says Shulick, the
    rule of Model Instruction 6.18.666A1A-3 is no longer good
    law. In Kelly, Bridget Anne Kelly and William Baroni, two
    officials in the administration of former New Jersey Governor
    Chris Christie, conspired to shut down toll plaza lanes on the
    George Washington Bridge to punish the mayor of Fort Lee for
    refusing to endorse Christie’s reelection bid. 
    Id. at 1569-70
    . A
    jury convicted Kelly and Baroni under § 666(a)(1)(A).
    26
    Reversing their convictions, the Supreme Court held that the
    federal program theft statute was designed to safeguard only
    against “property fraud” and not to “criminaliz[e] all acts of
    dishonesty.” Id. at 1571. The defendants’ convictions were
    therefore improper, because they never sought “to take the
    government’s property”—they sought only to divert the State’s
    regulatory power to injure a political adversary. Id. at 1572.
    Shulick contends Kelly forecloses a conviction under §
    666(a)(1)(A) where the jury has been instructed that a
    misapplication of funds may still occur if the defendant’s
    unauthorized spending still benefited the victim. Having heard
    this instruction the jury may have convicted based on a belief
    that Shulick did not take funds for his own or Fattah, Jr.’s
    benefit, but simply spent them inconsistently with the budget
    while still benefiting the School District. Kelly, however,
    “confirms that §666(a)(1)(A) criminalizes [only] schemes to
    ‘obtain’ a victim’s property: ‘taking’ the property and
    ‘converting’ it to someone else’s use,” according to Shulick.
    Appellant’s Reply 22 (quoting 140 S. Ct. at 1568, 1573-74).
    He contends that just as Kelly and Baroni “exercised the
    regulatory rights of ‘allocation, exclusion, and control’—
    deciding that drivers from Fort Lee should get two fewer lanes
    while drivers from nearby highways should get two more,” 140
    S. Ct. at 1573, so too did he exercise the rights given to him in
    reallocating the budget—an act unauthorized by the contract,
    but not one which § 666(a)(1)(A) criminalizes.
    In evaluating this argument, we first note that no other
    Court of Appeals has yet to read Kelly as Shulick asks us to.
    Urlacher, Cornier-Ortiz, and Frazier—which all support that
    intentional misapplication does not necessarily require that
    property be taken for another’s benefit—have never been
    overruled and remain the law of the Second, First, and Tenth
    Circuits.
    27
    If Shulick is correct and Kelly indeed changed the law,
    then this occurred in 2020 when Kelly was decided. The timing
    is important because Shulick’s trial took place in 2018—it
    preceded Kelly and that change. “Where there were no legal
    grounds for challenging an instruction at the time it was given,
    but such grounds have arisen, due to the articulation of a new
    rule of law between the time of conviction and the time of
    appeal, we review for plain error.” United States v. Andrews,
    
    681 F.3d 509
    , 517 (3d Cir. 2012). Because the law of our
    Circuit in 2018 was the directive provided in Model Instruction
    6.18.666A1A-3 and recited in Baroni, and because Kelly
    would have reversed that rule only after Shulick’s jury
    rendered its verdict, we review for plain error. See 
    id. at 521
    (applying plain error review where “there was no plain error in
    the District Court’s instructions at the time of trial, [but] the
    error became apparent when the Supreme Court
    in Skilling limited honest services fraud to bribes and
    kickbacks.”); United States v. Retos, 
    25 F.3d 1220
    , 1230 (3d
    Cir. 1994) (applying plain error review “where the error was
    unclear at the time of trial but becomes clear on appeal because
    the applicable law has been clarified” (quoting United States v.
    Olano, 
    507 U.S. 725
    , 734 (1993))).
    Under plain error review, we may correct an error “only
    if the appellant demonstrates that: (1) there was an error; (2)
    the error is clear or obvious; and (3) the error affected the
    appellant’s substantial rights, which in the ordinary case means
    it affected the outcome of the district court proceedings.”
    Andrews, 681 F.3d at 521 (citation and internal quotations
    omitted). “If all three conditions are met,” we “may then
    exercise [our] discretion to notice a forfeited error, but only if
    . . . the error seriously affect[s] the fairness, integrity, or public
    reputation of the judicial proceedings.” Id. (quoting Johnson v.
    United States, 
    520 U.S. 461
    , 467 (1997)).
    28
    When we apply this standard, Shulick cannot prevail.
    Even if the District Court’s instructions were erroneous under
    Kelly, and its error clear and obvious, the mistake would not
    have prejudiced his substantial rights. 7 In this third step of the
    analysis, the “defendant bears the burden of demonstrating that
    the error was not harmless, i.e., that there is ‘a reasonable
    probability that the error affected the outcome of the trial.’” 
    Id. at 520
     (quoting Olano, 
    507 U.S. at 734
    ). Shulick does not meet
    that burden.
    “Where there is a clear alternative theory of guilt,
    supported by overwhelming evidence, a defendant likely
    cannot show that an instruction permitting the jury to convict
    on an improper basis was not harmless error.” Id. at 521. Here,
    the Government did put forth a clear, unquestionably Kelly-
    compliant theory—Shulick actually embezzled contract funds
    and used them for his own benefit. In other words, Shulick’s
    “aim [was] to obtain money,” a classic property fraud. Kelly,
    140 S. Ct. at 1574.
    This    “alternative   theory”—which      was     the
    Government’s primary theory of the case—was well-supported
    and compelling. First, the Government presented
    overwhelming evidence that Shulick spent only a fraction of
    the $2,096,000 he received under the contract on Southwest.
    He did not hire promised counseling and security personnel,
    understaffed Southwest’s teaching staff, and cut corners on
    salaries and benefits. The records demonstrating these facts
    were carefully and thoroughly summarized and explained by a
    7
    To note, we need not presently decide whether Kelly
    prohibits instructing the jury that a misapplication of funds
    may occur even if the spending still benefits the victim.
    Shulick’s claim unquestionably fails under prong three of plain
    error review.
    29
    credible FBI agent, and the deficiencies were repeatedly
    confirmed by several former DVHS employees who testified
    against Shulick. Even the testimony of Shulick’s witness,
    Hamilton, indicated that he spent only $1,186,001 on items
    designated for Southwest. 8 This was not the case of a
    contractor being a few dollars short here and there.
    Next, the Government presented extensive testimonial
    and documentary evidence of what happened to the unspent
    money. Shulick diverted the funds to co-conspirator Fattah, Jr.,
    who took his cut and paid other of Shulick’s obligations,
    including expenses entirely unrelated to Southwest and the
    School District of Philadelphia. Some payments, for example,
    were remitted to cover the costs of running other charter
    schools outside of the School District. Others were used to
    cover bills, consulting fees, business solicitation services, and
    public relations expenses that Shulick incurred to make his
    business ventures profitable. These ventures included DVHS
    but also his personal law firm, the Law Offices of David T.
    Shulick. In short, the Government showed that contract funds
    were disbursed in ways which personally benefited Shulick
    and Fattah, Jr. and which did not benefit the School District of
    8
    Hamilton explained an exhibit containing his
    summation of all expenditures “specific to” Southwest. App.
    4240. The total was $1,186,001. The defense sought to increase
    this figure by having Hamilton explain why it would be
    appropriate to allocate certain other shared business and non-
    Southwest expenses to Shulick’s total expenditures on
    Southwest, but as we previously concluded, this was
    undisclosed expert testimony properly excluded by the District
    Court. See supra Part II.B.3. The admissible evidence plainly
    showed that Shulick fell far short of what the budget required
    him to spend.
    30
    Philadelphia in any way. Accordingly, the object of the
    conspiracy’s scheme advanced at trial was in fact property—
    Shulick took money entrusted to DVHS and embezzled it for
    the conspirators’ personal benefit.
    This is not a case “where evidence on the valid
    alternative theory is relatively weak, the government relies
    heavily on the improper theory, and the district court’s
    instructions on the improper theory are ‘interwoven’
    throughout the jury charge.” Andrews, 681 F.3d at 522. As
    described above, there was strong evidence that Shulick
    actually converted hundreds of thousands of dollars. The
    Government did not heavily rely on the potentially Kelly-
    31
    violative theory of guilt either. Rather, prosecutors consistently
    maintained that Shulick “embezzled” funds for his own gain. 9
    The jury charge likewise reflected this core theory. It
    identified several Kelly-compliant ways by which Shulick
    could be found guilty of misappropriating the money. See App.
    4425 (listing “embezzle,” “obtain by fraud,” and “convert”).
    The intentional misapplication instruction did not dominate the
    9
    For example, the prosecution frequently and
    consistently described Shulick’s crime as an embezzlement or
    theft act in opening and closing arguments. App. 1319-20
    (“You’re going to hear that [the contract funds] went into
    David Shulick’s pocket . . . Mr. Shulick would put the money
    into an account and then use that account like his personal
    piggybank, cutting business checks to pay for personal
    expenses . . . Now, for his actions, he stands charged with
    embezzling”); 1325 (“Now, the first thing Fattah Junior did
    was take his own cut. . . . And the remaining 60,000 went to
    pay Mr. Shulick’s expenses in other places”); 1330 (“Mr.
    Shulick is guilty of embezzlement and conspiracy to
    embezzle”); 4276 (“Here is a man who is dedicated to stealing
    money”); 4276 (“He embezzled nearly a million dollars”);
    4300 (“we’ll move on to the embezzlement”); 4306 (“So, now,
    we come to counts 1 and 2, the embezzlement of the school
    district funds. The defendant embezzled $1 million . . .”); 4307
    (“the defendant is charged in a conspiracy with Mr. Fattah Jr.
    to embezzle school district funds. He’s also charged separately,
    by himself, in count 2, with embezzling school district
    funds.”); 4310 (“It’s criminal agreement . . . [t]o embezzle,
    from a federally funded program . . . So what are the elements
    of embezzlement?”); 4317 (“There’s money to be stolen
    here.”); 4326 (“You should find him guilty of his conspiracy
    with Fattah Jr. and with embezzling $1 million”).
    32
    charge. It was listed once alongside these other statutory
    prohibitions—all three of which are unquestionably forms of
    property fraud. A “single [challenged] instruction . . . may not
    be judged in artificial isolation, but must be viewed in the
    context of the overall charge.” United States v. Park, 
    421 U.S. 658
    , 674 (1975) (internal quotation marks and citation
    omitted). Viewing the charge in its entirety, it is clear that the
    disputed line was not interwoven throughout the greater whole,
    repeated, or otherwise emphasized. See Andrews, 681 F.3d at
    522 (upholding conviction even where “the District Court
    [incorrectly] referred to ‘honest services’ on several occasions
    in its final instructions,” because the erroneous term was not
    “interwoven throughout the jury charge.”). The whole charge
    placed far greater emphasis on Shulick as a property taker. See,
    e.g., App. 4442 (“Count 2 of the indictment charges the
    defendant, David. T. Shulick, with embezzling funds from the
    School District of Philadelphia . . .”) (emphasis added). The
    District Court also warned the jury “not to single out any one
    instruction” but to “consider as a whole all of the instructions.”
    App. 4395; see United States v. Bryant, 
    655 F.3d 232
    , 247 (3d
    Cir. 2011) (rejecting a challenge to the wording of a specific
    instruction partly because jury was told “to consider all of the
    ‘instructions as a whole’”).
    This case is not like Kelly, where the prosecution’s
    claim of property fraud rested only on a novel theory that the
    defendants temporarily “commandeer[ed]” the George
    Washington Bridge (despite obviously not stealing the massive
    structure) or caused only incidental wage expenses associated
    with carrying out their regulatory action. 140 S. Ct. at 1572.
    Shulick committed a real, tangible taking of money that was
    rightly owed to the School District and the at-risk children of
    Southwest. That was the Government’s consistent, chief theory
    throughout the trial, and the evidence of this reality was
    33
    overwhelming. See Cupp v. Naughten, 
    414 U.S. 141
    , 147
    (1973) (“[A] judgment of conviction is commonly the
    culmination of . . . witnesses, argument of counsel, receipt of
    exhibits in evidence, and instruction of the jury” so “not only
    is the challenged instruction but one of many . . . but the
    process of instruction itself is but one of several components
    of the trial which may result in the judgment”). Therefore, we
    conclude that even if Shulick’s reading of Kelly was correct
    and the jury instruction clearly erroneous, he still would have
    been convicted of federal program fraud irrespective of the
    error.
    Further challenging the jury instructions on federal
    program theft, Shulick next postulates error when the District
    Court refused to instruct on § 666(c), a safe harbor provision
    excluding from criminal liability “bona fide salary, wages,
    fees, or other compensation paid, or expenses paid or
    reimbursed, in the usual course of business.” 
    18 U.S.C. § 666
    (c). We review a refusal to give a specific jury instruction
    for an abuse of discretion. Friedman, 
    658 F.3d at 352
    . A
    defendant is entitled to an instruction on a theory of defense “if
    (1) he proposes a correct statement of the law; (2) his theory is
    supported by the evidence; (3) the theory of defense is not part
    of the charge; and (4) the failure to include an instruction of the
    defendant’s theory would deny him a fair trial.” United States
    v. Hoffecker, 
    530 F.3d 137
    , 176 (3d Cir. 2008) (citation
    omitted).
    Shulick fails to show that his theory is supported by the
    evidence. He offers only a cursory, single paragraph as to why
    he was entitled to a safe harbor instruction. He says, in effect,
    that while his expenditures fell short for certain items in the
    34
    budget, he exceeded the budget for other items and other of his
    spending benefited the School District. However, Shulick cites
    no case law in support of his position and, as the Government
    aptly notes, he has not even attempted to identify the salary,
    wages, fees, compensation, or expenses that would supposedly
    fit within the safe harbor. Nor has he provided this missing
    information in his reply brief, even after the Government
    pointed out the deficiency. See Doeblers’ Pa. Hybrids, Inc. v.
    Doebler, 
    442 F.3d 812
    , 820 n.8 (3d Cir. 2006) (“Judges are not
    like pigs, hunting for truffles buried in the record.”) (internal
    quotation marks and citation omitted). The District Court did
    not abuse its discretion in declining to provide the instruction.
    Shulick asserts several errors in the District Court’s
    calculations at sentencing. We review an interpretation of the
    sentencing guidelines, including what constitutes loss, de novo,
    and factual findings for clear error. United States v. Napier,
    
    273 F.3d 276
    , 278 (3d Cir. 2001).
    He first contends the District Court erred in computing
    a fraud loss of $795,735 for the § 666 counts. The District
    Court calculated the School District’s loss by subtracting the
    amount that Shulick actually spent on various budgeted items
    from the amount the budget required him to spend. In
    performing this calculation, the Court referenced Note 3(F)(ii)
    to Sentencing Guideline § 2B1.1. It provides that “[i]n a case
    involving government benefits (e.g., grants, loans, entitlement
    program payments),” the loss is “the value of the benefits
    obtained by unintended recipients or diverted to unintended
    uses, as the case may be.” U.S.S.G. § 2B1.1, cmt. n.3(F)(ii).
    Shulick argues that Note 3(F)(ii) does not apply here, and
    should not have been relied upon, because DVHS’s
    35
    management of Southwest was a “fee-for-service business
    deal” and not a “a case involving governmental benefits.”
    Appellant’s Br. 72-73. The District Court, says Shulick, should
    have used the general definition of fraud loss set forth in Note
    3(A): “the greater of actual loss or intended loss.” U.S.S.G. §
    2B1.1 cmt. n.3(A).
    We agree with the Government that whether the moneys
    are “governmental benefits” or not does not matter under the
    facts of this case and the calculation performed. In calculating
    the fraud loss, the District Court properly applied our
    precedent, United States v. Nagle, 
    803 F.3d 167
    , 180 (3d Cir.
    2015). There, we explained that “[w]e need not decide whether
    the [disadvantaged business enterprises] program is a
    ‘government benefit’ and, therefore, whether Note 3(A) or
    Note 3(F)(ii) applies.” 
    Id. at 180
    . “[U]nder either application
    note,” we said, “the amount of loss [the defendants] are
    responsible for is the face value of the contracts . . . minus the
    fair market value of the services . . . provided under the
    contracts.” 
    Id. at 180
    . Nagle confirms that the challenged
    computation—the contract’s face value less the value of
    services Shulick actually provided—is in fact correct. This
    difference constitutes the actual pecuniary loss the School
    District suffered when Shulick spent only a fraction of the
    contract funds on its students.
    Shulick next argues that the District Court erred in
    calculating credits against loss. Note 3(E)(i) instructs that the
    fraud loss is to “be reduced by the value of the services
    rendered by a defendant to the victim.” U.S.S.G. § 2B1.1, cmt.
    n.3(E)(i). Shulick claims that the Court reduced the loss figure
    by some, but not all, of the value of the services he rendered to
    Southwest.
    36
    It was Shulick’s burden to show that he was entitled to
    specific offsets, because the Government made out a prima
    facie case of the loss amount. United States v. Jimenez, 
    513 F.3d 62
    , 86 (3d Cir. 2008). The District Court held that he
    failed to meet that burden. It rejected the calculations of
    Shulick’s accounting expert, Hamilton, who allocated to
    Southwest (1) 34% of expenditures that also covered Shulick’s
    law office and three other schools; (2) DVHS’s income taxes,
    accounting expenses, and insurance premiums; (3) substantial
    payments to Fattah, Jr.; and (4) a number of payments to
    persons not provided for in the Southwest contract, including
    the salaries of employees of other schools and a car and
    benefits package for DVHS’s bookkeeper, whose
    responsibilities also included working on Shulick’s personal
    finances. Declining to calculate the offsets as Hamilton
    proposed was not clearly erroneous. Shulick simply did not
    carry his burden to show that additional money was spent for
    the benefit of Southwest.
    Lastly, Shulick challenges the District Court’s
    restitution and forfeiture calculations. He first argues that the
    Mandatory Victims Restitution Act limits restitution to
    “pecuniary loss” suffered as a “direct and proximate” result of
    the defendant’s conduct. 18 U.S.C. § 3663A(c)(1)(B), (a)(2)).
    His argument merely re-ups the same theories which he
    unsuccessfully advanced above and which also fail here; the
    District Court properly calculated the actual loss suffered
    under Nagle. As to forfeiture, Shulick argues the District Court
    failed to expressly find that Shulick acquired the funds. But it
    did. The Order of Forfeiture states: “Based upon the facts and
    arguments set forth in the government’s Memorandum
    Regarding Fraud Loss . . . and the record as a whole, the sum
    of $649,735.00 represents the value of property the defendant
    obtained directly or indirectly . . . .” District Ct. Dkt. #216 at 2.
    37
    Shulick’s final argument attacks the District Court’s
    decision to supplement the record with a binder that defense
    expert Hamilton relied upon while testifying at Shulick’s
    sentencing. Hamilton brought the binder to the stand with him,
    but Shulick’s counsel did not ask about it on direct
    examination. When Shulick’s counsel concluded, the District
    Court permitted the Government to review the binder and
    during cross-examination, the Government questioned
    Hamilton about various materials in the binder. Although the
    District Court stated that the binder “was referred to, so we may
    want to put it in the record,” App. 4658, this was not done at
    the time. Instead, the Court instructed Hamilton to provide
    prosecutors with a copy of the binder, which they agreed to
    accept instead of having it formally entered into the record. A
    copy never arrived, so the Government moved to supplement
    the record. The District Court granted the motion.
    We review the District Court’s decision to supplement
    the record for an abuse of discretion. Arrowpoint Capital Corp.
    v. Arrowpoint Asset Mgmt., LLC, 
    793 F.3d 313
    , 327 n.16 (3d
    Cir. 2015). A district court may supplement the record if
    “anything material to either party is omitted from or misstated
    in the record by error or accident.” Fed. R. App. P. 10(e)(2)(B).
    Here, the District Court determined that the binder had been
    omitted by error, because the defense had not delivered a copy
    as instructed. The binder was material, according to the District
    Court, as it contained information supporting the foundation
    for Hamilton’s fraud loss calculation—an issue which Shulick
    himself raises on appeal. In light of the discretion afforded to
    the District Court on this matter, we cannot say that it abused
    its discretion in supplementing the record. The binder was not
    “new evidence,” having been relied upon by a testifying expert
    and specifically referenced by the Government on cross-
    38
    examination; supplementation was, thus, for the proper
    purpose of “correct[ing] inadvertent omission.” In re Adan,
    
    437 F.3d 381
    , 389 n.3 (3d Cir. 2006).
    For the foregoing reasons, we will affirm.
    39