← Open Evidence Corpus

#002

Total Authority Fabrication — Synthetic Commercial Legal-AI Exemplar

SYNTHETIC EXEMPLAR Critical Total Authority Fabrication · Illustrative commercial legal-research AI pattern (constructed)
Synthetic Exemplar Teaching Case Commercial Legal AI

logged 2026-06-08 · no incident date (synthetic)

source_class: synthetic_exemplar · no court_source_url

0. Source disclosure (required)

SYNTHETIC EXEMPLAR — constructed illustrative scenario, not a court-documented incident.

No docket, jurisdiction, party, or vendor in this record refers to a real filing. Party names (LegalTech Corp, DataLex Systems, BriefBot Inc.) and reporter citations below were invented for pedagogy. There is no incident date because there was no incident.

This record exists to teach the Total Authority Fabrication failure class. For court-documented seed records, see #001 and #003.

1. The teaching scenario (not a crime scene)

In a constructed brief-drafting scenario, counsel would face three state appellate citations supporting a novel algorithmic-liability theory — all generated by a commercial legal-research assistant and inserted without independent verification. Opposing counsel (in the scenario) flags the citations.

Pattern under study: a production legal-AI wrapper returns fabricated state appellate opinions with realistic-looking docket numbers and neutral citations — indistinguishable from real authority on a surface read.

2. The Artifact (constructed LLM-style output)

"In Kistler v. LegalTech Corp., 412 P.3d 891 (Colo. App. 2023), the court held
that a vendor owes a duty of reasonable care when marketing AI-generated legal
research as 'court-validated' where the output is used in filed pleadings..."

"See also Hartwell v. DataLex Systems, 198 A.3d 445 (Pa. Super. Ct. 2022)
(applying a negligence-per-se standard to uncited AI outputs in probate filings)."

"Compare Morales v. BriefBot Inc., 387 So. 3d 112 (Fla. Dist. Ct. App. 2024)
(reversing dismissal where plaintiff alleged reliance on AI-generated precedent)."

3. The Evidence Breakdown (why this pattern matters)

4. Verification note (honest scope)

A complete existence check for state reporter indices requires jurisdiction-specific resolution infrastructure. This exemplar does not claim a live multi-state reporter audit was performed against production tooling. The pedagogical point is the failure class: fabricated authorities that look real on a surface read.

Compare court-documented fabrication: #001 Mata v. Avianca.

View Dali audit trail →

Corpus note: Seed records in the Open Evidence Corpus (evidence_class: failure). Each record carries source_class (court_documented or synthetic_exemplar). Verified through Dali, the open verification layer for AI.

Dataset: huggingface.co/datasets/yenklabs/open-evidence-corpus · EPS: Evidence Package Spec v0.1