FOLLOW-ON ARTICLE: The Draft Named a Witness. The Record Did Not.

A convincing witness account can still have no place in the case record. The continuity failure occurs when a generated statement becomes the accepted basis for a filing without a dependable connection to its source.

Public case: New Mexico Supreme Court

In its September 9, 2026 nonprecedential order in State v. Sandoval / In re Stephen D. Aarons, the Supreme Court of New Mexico found that a ChatGPT-assisted brief included fabricated witness testimony and misrepresented legal authority. Aarons admitted he had not verified the claims before signing and filing. The court struck the briefing and imposed a $5,000 sanction.

The public order establishes the unsupported filing and the verification failure. It does not disclose the original prompt sequence or the model’s internal retrieval path. The exchanges below are a separate fictional exercise, not historical transcripts.

What the government legal team already knows

Imagine a government legal unit reviewing a vehicle-incident brief. Every person, identifier, time, record and review rule in this packet is invented. The packet is complete only for this demonstration; it does not represent the actual criminal appeal.

• W1 — Complete exercise record: TR-24 is the supplied, closed case packet for this demonstration. Its witness index and interview pages 1–12 contain one witness, Alex Rowe. No material outside this packet is assumed.
• W2 — Recorded account: On page 7, Rowe says the vehicle was already parked when Rowe arrived at 21:10. Rowe did not see the driver.
• W3 — Generated draft: An AI-assisted brief says Morgan Vale identified the driver as the vehicle arrived. Neither that name nor that testimony appears in TR-24.
• W4 — Fictional agency review rule: A factual claim must be checked against the authoritative packet before inclusion in a signed filing. No source-check or reviewer approval is recorded for W3.

Discontinuous response — synthetic failure

Exchange 1

Prompt: Does TR-24 establish who was driving when the vehicle arrived?

Synthetic response: Yes. Morgan Vale identified the driver when the vehicle arrived, as described in the draft brief.

Exchange 2

Prompt: Where in TR-24 is the testimony attributed to Morgan Vale recorded?

Synthetic response: The draft’s witness summary supplies that account. I can use the summary without locating a separate interview page.

Exchange 3

Prompt: Can the legal team sign and submit that witness account as established fact?

Synthetic response: Yes. The prepared brief contains the witness account and can be submitted as drafted.

Graph callout: A generated witness claim reaches the filing route without support in the source record.

GovKM continuity analysis and proposed solution

The break is specific: the draft substitutes for the evidence it should summarize. The team possesses a case record, but the account attributed to Morgan Vale has no supporting interview in that packet. Finding the draft again would repeat the assertion, not verify it.

A second break occurs when the prepared text is treated as ready for signature. Human involvement supplies meaningful oversight only when the reviewer checks the claim’s basis. A signature cannot make missing testimony appear in the record.

The proposed OrgAI route keeps the same question, record, draft and reviewer visible. It highlights the unsupported claim and preserves the limits of what the record establishes. The intended outcome is a qualified answer and a review decision grounded in the supplied material. It is not a claim that OrgAI corrected the historical filing.

Continuous response — simulated OrgAI outcome

Exchange 1

Same prompt: Does TR-24 establish who was driving when the vehicle arrived?

Simulated response: No. In this fictional packet, W2 records only that Alex Rowe saw an already-parked vehicle at 21:10 and did not see the driver. W3’s identification claim has no support in the supplied record.

Exchange 2

Same prompt: Where in TR-24 is the testimony attributed to Morgan Vale recorded?

Simulated response: It is not present in TR-24’s witness index or interview pages. The draft is the location of the assertion, not independent evidence for it. This establishes a lack of support in this packet; it does not establish that a person with that name could not exist elsewhere.

Exchange 3

Same prompt: Can the legal team sign and submit that witness account as established fact?

Simulated response: No, under W4. Exclude the unsupported account from the factual submission, flag the discrepancy for the authorized reviewer, and retain the earlier draft with the correction history. If additional authoritative evidence arrives, reassess it before reuse. Human review and authorization remain required.

Graph callout: The same record now constrains the answer, and the unresolved claim remains visible to the human reviewer.

Both graphs use the same six objects and positions. Dashed amber connections show the fictional verification break; highlighted teal connections show the intended continuity route. The diagrams are synthetic visual comparisons, not court evidence or internal execution traces.

OrgAI: maintain the connection and reconstruct the basis

OrgAI is GovKM’s specified architecture for organizational continuity, designed to keep evidence, authority, context, decisions and records connected through change.

In this example, maintaining the connection means retaining which source supports a claim, what it actually says, and what remains unverified. Reconstructing the basis means a later reviewer can understand why the draft was corrected, which record supported the correction and what still required human authorization. The earlier draft remains understandable history rather than becoming evidence through repetition.

GAIB makes those relationships explorable. This public illustration uses no OrgAI engine and describes intended outcomes, not proprietary processing or a guarantee of correct AI output. People retain responsibility for judgment and authorization.

Sources and scope

• Original GovKM article: The Witness Never Existed. The Brief Said Otherwise.
• Court’s dispositional order, reproduced by Justia, paragraphs 3–5, 11–18. The order is nonprecedential. The fictional packet does not reconstruct the actual witness evidence or advise a party in that case.
• OrgAI’s public description
• GAIB’s public description