Good-Faith Instructions Are Unnecessary When “Knowingly” and “Willfully” Mens Rea Instructions Substantially Cover the Defense (and Overwhelming Digital Evidence Renders 404(b) Error Harmless)

1. Introduction

In United States v. Carolyn Wade (joined appeal with co-defendant Tracy D. Wade), the Eleventh Circuit affirmed convictions arising from alleged fraud on the Paycheck Protection Program (PPP). The government charged the Wades with wire fraud, false statements to the Small Business Administration, and related conspiracies, alleging they conspired with Haydee Rivero to obtain PPP funds and later forgiveness through fictitious tax forms (Schedule C) and false payroll data.

On appeal, the Wades raised three core issues: (1) whether the district court wrongly admitted evidence tied to a separate, uncharged loan application; (2) whether the district court erred by refusing to give a requested good-faith jury instruction; and (3) whether the evidence was sufficient to support Carolyn Wade’s convictions, particularly her knowledge and intent.

2. Summary of the Opinion

The Eleventh Circuit (per curiam, non-argument calendar) affirmed across the board. It held:

  • Any error in admitting evidence relating to Tracy’s uncharged $700,000 loan application was harmless given the “overwhelming” evidence of guilt and the limited role the challenged evidence played at trial.
  • The district court did not abuse its discretion in refusing a stand-alone good-faith instruction because the instructions defining “knowingly” and “willfully” substantially covered the substance of that defense.
  • Sufficient evidence supported Carolyn Wade’s convictions for conspiracy (wire fraud and defrauding the government), wire fraud, and making false statements—particularly digital evidence tying her to application review, identity verification, signing, and use of proceeds.

3. Analysis

A. Precedents Cited

The panel’s reasoning is built on a set of recurring Eleventh Circuit frameworks: harmless-error doctrine for evidentiary rulings, standards for when defense instructions are required, and sufficiency-of-the-evidence review (including deference to jury credibility determinations).

1) Sufficiency review and deference to the verdict

  • United States v. Brown, 125 F.4th 1043, 1052 (11th Cir. 2025): The court quoted Brown for the de novo standard on sufficiency (view evidence in the light most favorable to the government) and the rule that a verdict stands if any reasonable construction supports guilt beyond a reasonable doubt. Brown frames the lens through which Carolyn’s “no knowledge/intent” argument is assessed.
  • United States v. Broughton, 689 F.3d 1260, 1277 (11th Cir. 2012): The panel relied on Broughton for the proposition that appellate courts are “bound by the jury’s credibility choices.” This was critical because the defense theory depended on the jury believing Tracy’s testimony minimizing Carolyn’s awareness and participation.

2) Harmless error for evidentiary rulings (uncharged loan application)

  • United States v. Cremades, 160 F.4th 1296, 1304 (11th Cir. 2025): Cited for the rule that even if an evidentiary ruling is an abuse of discretion, reversal is unwarranted if the error is harmless; also for the idea that overwhelming evidence of guilt can render an erroneous ruling harmless.
  • United States v. Pon, 963 F.3d 1207, 1227 (11th Cir. 2020): Provided the “fair assurance” articulation—affirm if the judgment was not “substantially swayed” by the nonconstitutional error. This case supplies the test the court applied to the limited, “few pages” of challenged testimony.

3) Refusal to give a requested good-faith instruction

  • United States v. Daniels, 91 F.4th 1083, 1092 (11th Cir.), cert. denied, 144 S. Ct. 2592 (2024): Used for the standard of review (abuse of discretion) and for the whole-charge principle—whether instructions “fairly and correctly” state issues and law.
  • United States v. Martinelli, 454 F.3d 1300, 1309, 1315–16 (11th Cir. 2006): The court drew from Martinelli both the multi-factor reversible-error test for instruction refusals and the key proposition that a good-faith instruction is unnecessary if the jury is correctly instructed on “knowingly” and “willfully.”
  • United States v. Goss, 650 F.2d 1336, 1344 (5th Cir. Unit A. 1981): Cited by the Wades for the “any foundation in the evidence” entitlement to a defense instruction. The panel did not reject the principle; instead, it concluded the refusal was not reversible because the given mens rea instructions substantially covered the defense.
  • United States v. Bell, 112 F.4th 1318, 1336 (11th Cir. 2024): Cited for the requirement that an instruction must deal with an issue properly before the jury as part of the reversible-error analysis.
  • United States v. Hill, 643 F.3d 807, 853–54 (11th Cir. 2011) and United States v. Jordan, 582 F.3d 1239, 1248 (11th Cir. 2009): Reinforced the Martinelli line that correct “knowingly” and “willfully” definitions can obviate a separate good-faith instruction.

4) Conspiracy and wire-fraud elements; proving intent circumstantially

  • United States v. Feldman, 931 F.3d 1245, 1257 (11th Cir. 2019): Provided the elements for conspiracy to commit wire fraud under 18 U.S.C. § 1349.
  • United States v. Gonzalez, 834 F.3d 1206, 1214 (11th Cir. 2016): Provided the elements for conspiracy to defraud the government under 18 U.S.C. § 371.
  • United States v. Sosa, 777 F.3d 1279, 1290 (11th Cir. 2015): Used to reject the notion that minor participation or lack of direct contact defeats conspiracy liability.
  • United States v. Vernon, 723 F.3d 1234, 1273 (11th Cir. 2013): Cited for proving agreement by inferences from conduct and for the requirement that the defendant knew the “essential nature” of the conspiracy.
  • United States v. Bradley, 644 F.3d 1213, 1238–39 (11th Cir. 2011): Supplied wire-fraud elements and the principle that personal profit can be circumstantial evidence of intent.
  • United States v. Horn, 129 F.4th 1273, 1287 (11th Cir. 2025): Cited for the willfulness/intent-to-defraud concept—seeking to obtain something not entitled to through deceptive means—and that intent can be proved circumstantially.

B. Legal Reasoning

1) The court resolved the evidentiary issue through harmless-error doctrine

The Wades attacked the admission of evidence relating to Tracy’s separate, uncharged loan application (estimated $701,873) as impermissible character evidence and improper impeachment. The Eleventh Circuit did not decide admissibility on the merits. Instead, it assumed arguendo that the admission could have been error and held that any error was harmless because:

  • The government presented extensive digital linkage evidence (IP addresses, identity verification, correspondence, platform logs) connecting Tracy—and the scheme—to deliberate conduct.
  • The challenged evidence was limited in scope (“only a few pages of a multi-day trial”).
  • Under United States v. Pon, the panel had “fair assurance” the verdict was not substantially swayed.

This is a pragmatic appellate move: where the record is strong, harmless-error review narrows the appeal to whether the trial’s overall reliability was compromised, not whether a particular item was perfect.

2) The key instructional holding: mens rea definitions can “cover” good faith

The panel treated the good-faith dispute as an instructions-as-a-whole question. Even accepting that defendants are entitled to a theory-of-defense instruction with “any foundation in the evidence” (United States v. Martinelli; United States v. Goss), reversal requires more—particularly that the requested instruction was not substantially covered elsewhere.

Here, the district court instructed that wire fraud required “intent to defraud,” and it defined:

  • “Knowingly” as voluntary action not due to mistake or accident; and
  • “Willfully” as acting purposely with “specific intent to do something the law forbids.”

Relying on Martinelli, Hill, and Jordan, the panel reasoned that if the jury credited a true good-faith account—an honestly held belief or lack of awareness—it could not find the required “specific intent.” Therefore, a stand-alone good-faith instruction would have been redundant, and its absence did not “seriously impair” the defense.

3) Sufficiency analysis: digital footprints and affirmative steps supported knowledge and intent

The court treated Carolyn’s sufficiency challenge as largely factual and credibility-bound. The government’s evidence did not rely solely on Rivero’s testimony; it included:

  • Womply logs connecting the applications to Carolyn’s phone number, email, and IP addresses, and showing repeated access.
  • DocuSign review and signing (with testimony that the full application, including income figures, was visible during signing).
  • Persona identity verification requiring government ID upload and “selfie” images from her mobile device, tying her personally to authentication steps.
  • Financial evidence showing receipt of PPP proceeds and spending inconsistent with claimed payroll use, including payments to Rivero and checks labeled “payroll/salary” to themselves.

Using Bradley and Horn, the panel emphasized that intent can be proven circumstantially, and that personal benefit from fraud supports inference of intent. Using Broughton, it rejected attempts to re-litigate credibility (e.g., Tracy’s portrayal of himself as the sole driver of conduct).

C. Impact

Although the opinion is marked “NOT FOR PUBLICATION,” it reflects and reinforces several practical rules likely to shape litigation strategy in PPP and other digitally mediated fraud prosecutions:

  • Instructional practice: Defendants seeking a good-faith instruction face an uphill battle when the court’s mens rea instructions are robust. The decision underscores that, in this circuit’s approach, correct “knowingly” and “willfully” definitions often neutralize claims that the jury lacked a “framework” to consider good faith.
  • Appellate posture on 404(b)-adjacent evidence: Even contested “other acts” evidence may not generate relief if the government can show overwhelming evidence and minimal emphasis at trial. The harmless-error pathway can dominate outcomes.
  • Digital evidence as intent proof: The court treated IP logs, identity verification records, and platform workflow steps (verification codes, DocuSign review) as strong indicators of knowing participation—particularly where the defense is “someone else did it.” Future fraud cases involving fintech portals, e-signing, and device-based verification will likely see these artifacts framed as intent evidence rather than merely “access” evidence.

4. Complex Concepts Simplified

  • Wire fraud (18 U.S.C. § 1343): A scheme to cheat someone out of money or property, carried out (or helped) by interstate electronic communications. Here, the “wires” were the electronic loan application systems and processes.
  • Intent to defraud: Not just making a false statement, but doing so deliberately to obtain money or property through deception. The court emphasized circumstantial proof: repeated portal access, identity verification, signing, and personal profit.
  • Good faith defense: The idea that a defendant honestly believed what they were doing was legitimate (or lacked awareness of falsity), which negates fraudulent intent. The key doctrinal point in this opinion is that if the jury must find the defendant acted “knowingly” and “willfully,” that requirement already forces the jury to reject good faith before convicting.
  • Harmless error: Even if the trial court got something wrong (like admitting questionable evidence), the conviction stands if the appellate court is confident the error did not materially affect the verdict.
  • Conspiracy: An agreement to pursue an unlawful goal plus knowing participation; direct communication with every conspirator is unnecessary, and minor participation can still be enough.

5. Conclusion

The Eleventh Circuit’s decision affirms that (1) contested evidentiary rulings—especially involving uncharged conduct—often rise or fall on harmless-error analysis when the government’s proof is extensive; (2) a district court may refuse a stand-alone good-faith instruction where “knowingly” and “willfully” instructions already require the jury to reject innocent mistake or honest belief; and (3) in PPP fraud prosecutions, platform records (IP addresses, e-signature workflows, identity verification) can provide powerful circumstantial proof of knowledge, agreement, and intent—sufficient to sustain convictions even against “I didn’t know” defenses.