Bankruptcy Practice AI Verification Checklist: Post-Rosslyn2016

The In re Rosslyn2016, LLC order (S.D. Texas Bankruptcy, July 2026) — $29,877 sanction package, civil-contempt finding, adverse-costs order, mandatory generative-AI CLE — is now the case that every bankruptcy practice should have read. It is not the only bankruptcy-court AI-sanction event on the 2026 docket, but it is the one that clearly establishes bankruptcy court as a jurisdiction where AI-hallucination conduct produces contempt-magnitude consequences. This post gives a concrete checklist calibrated to the bankruptcy context.

Step 1: Identify every citation before you start editing

Copy every citation out of the AI-drafted section into a separate list. Every 11 U.S.C. section reference, every case citation, every treatise passage, every reference to a prior order in the same case or a parallel case. Do this as a distinct pass before you begin substantive editing. The failure mode this catches: a lawyer editing an AI-drafted motion who reads a paragraph as substantively sound and does not notice that a citation embedded mid-sentence is fabricated.

Step 2: Verify every 11 U.S.C. citation against the current code

Code citations are a common failure mode because AI tools sometimes confabulate section-number/subsection combinations that look right for a bankruptcy context but do not exist. Verify each cited code section against the current U.S. Code text — free at law.cornell.edu or Justia — including subsection lettering and any statutory notes referenced. The specific failure to watch: a real code section cited for a proposition that lives in a different subsection, or a subsection that does not exist within the cited section.

Step 3: Verify every case citation against a primary source

Confirm at the reporter, volume, and page level that the case exists. CourtListener (free, nonprofit) is sufficient for existence checks. For bankruptcy-specific citations to Collier on Bankruptcy or other treatises, spot-check the passage: AI tools sometimes fabricate treatise cites at the section-and-comment level in a way that pattern-matches to a real treatise’s structure but does not correspond to real text.

Step 4: Verify every quotation against the source opinion

A real case with a fabricated quotation is a well-documented failure mode across the Charlotin database. Open the source opinion and confirm the quoted language appears exactly as quoted, at the location cited. Do not paraphrase, do not trust that the quotation “sounds right for what that case would say.” The 2023 Mata v. Avianca fact pattern involved multiple citations with fabricated quotations.

Step 5: Verify every prior-order reference in-case and in-related cases

In bankruptcy practice, filings routinely cite orders in the same case or in related cases — plan confirmation orders, adversary proceeding rulings, related-case decisions. AI tools sometimes fabricate these at the docket-number level. Verify against PACER. If a prior order does not exist at the docket entry the AI cites, do not file the motion until you replace or remove the citation.

Step 6: Written attestation of verification in the matter file

This is the step firms most often skip and the step that most clearly changes the posture if a Rosslyn-shape question ever comes at you. Add to the matter file, at the time of filing, a brief written attestation that citation verification was completed on the filed document. Name the person who performed it, the date, the tools or workflow used. This is not a sanctions-defense in itself, but it materially changes the record if a court ever inquires into your firm’s AI-drafting workflow.

Step 7: Escalation path for contested matters

In contested matters where opposing counsel is actively looking for problems, treat AI-generated content as if it will be verified against the record with adversary resources. The prevention posture: either verify to a higher standard than routine matters, or do not use AI-generated content in contested filings. Both are defensible; using it without heightened verification is not.

Bankruptcy-specific risk factors

Bankruptcy practice combines high per-attorney filing volume, dense deadline stacking, and highly technical citation requirements. The three factors compound the risk that citation verification gets skipped on a routine matter that becomes a contested matter mid-case. Firms that use AI-drafting tools in bankruptcy practice at scale should build the verification workflow into the practice’s baseline, not treat it as an add-on for “important” motions.

Common questions

Does Rule 9011 apply to routine motions?

Yes. Every filed document that carries an attorney signature is subject to the Rule 9011 certification. The Rosslyn2016 order confirms that bankruptcy courts have the same substantive expectations for routine motions as for contested ones.

If we identify and correct a fabricated citation before filing, is there any residual risk?

No sanction risk from the corrected filing. The risk that would remain is workflow risk — if AI-generated fabrications are surfacing routinely in your drafting process, the underlying workflow needs a substantive fix, not just a case-by-case catch. That is exactly the reasoning the firmwide-review orders in McCormick and the knowledge-base audit in Haddock are targeting.

Verify a bankruptcy filing before you sign it →

Deeper analysis

Bankruptcy motion practice is a high-density citation environment because Rule 2004 motions, cash-collateral motions, plan-confirmation objections, and contested-claim orders all rely on stacks of citations to prior bankruptcy opinions. A single Rule 2004 motion routinely cites twenty to forty cases across privilege, discovery-scope, and burden-shifting doctrines. The Rosslyn2016 order identified five citation defects in a single motion — a defect density of roughly one per five to eight cites, which is consistent with the base-rate hallucination frequency observed in unverified AI legal drafting workflows.

The trustee and U.S. Trustee’s office are secondary review layers that firms should treat as detection risks, not just as procedural counterparties. Both offices routinely pull cited authority as part of their own motion analysis and have incentive to raise any citation defect they identify, especially in contested proceedings where the defect can be leveraged for the trustee’s position. The detection probability for a fabricated citation in a bankruptcy filing is materially higher than in ordinary civil practice.

The operational counter-move in bankruptcy is to attach a verifier log to the filed motion. Trustees and the UST office see the certification at the same moment they see the motion. The signal is: this filing has been verified; opposing objections should focus on merits, not on unverified citations. In the 2026 bankruptcy AI-sanction cluster, no firm that filed a verifier log with its motion has been sanctioned for AI hallucinations in the same matter — the sample is small, but the direction is unambiguous.