Give your clerks a scientific verification tool that checks both citation existence and holding accuracy — replacing self-certification with independent verification.
AI-generated filings are already arriving in courtrooms. The verification burden is falling on courts that lack the tools to handle it.
Since Mata v. Avianca in 2023, courts across the country have encountered fabricated citations in attorney filings. The problem is not slowing down — it is evolving. Today's hallucinations are subtler: real cases with fabricated holdings that cannot be caught by a simple database check.
Over 100 federal judges now require attorneys to disclose AI use and certify that citations have been verified. But self-certification is only as reliable as the verification behind it. When an attorney certifies "I checked," what tool did they use? What standard did they apply?
Without a verification tool, the burden falls on law clerks to manually check suspicious citations — pulling cases, reading opinions, comparing holdings. This is unsustainable as AI-drafted filings become the norm rather than the exception.
Scientific verification that replaces trust with measurement.
Give law clerks a tool that can verify every citation in a filing in seconds — checking both that the case exists and that the holding claim is accurate. No more manually pulling cases to check suspicious citations.
When attorneys submit AI disclosure certifications, Q-Verity provides the independent scientific check. The verification is performed by a patented measurement apparatus, not by the same attorney who used the AI.
Every verification produces a timestamped record showing which citations were checked, what was found, and where divergences were detected. These records can be attached to the docket as part of an AI disclosure protocol.
The most dangerous hallucinations today are not fabricated cases. They are real cases with fabricated holdings.
A database lookup can confirm that Smith v. Jones, 523 U.S. 412 (1998) exists. But what if the attorney's brief says the court "applied strict scrutiny" when it actually applied rational basis review? What if it says "the statute was upheld" when it was struck down? These are the hallucinations that matter most — and they pass every existence check.
Q-Verity's patented dual-boundary technique measures the geometric relationship between the AI's claim about a case and the court's actual opinion across 144 interpretable dimensions. It detects subtle misstatements of doctrine, standard of review, outcome, and reasoning — the exact distortions that AI systems are most likely to produce.
Q-Verity's two-channel detection architecture exceeds prior state-of-the-art on 29,887 items across 4 standard hallucination-detection benchmarks under 5-fold cross-validation. This is not a statistical heuristic — it is a measurement of the geometric structure of truth in language.
Support AI disclosure requirements with verifiable evidence.
When your court requires attorneys to disclose AI use, Q-Verity provides the verification layer that gives the disclosure teeth. Attorneys can attach a Q-Verity verification report showing that every citation was independently checked.
Every Q-Verity report follows a consistent format: citation checked, existence status, holding accuracy measurement, and any flagged divergences. Courts can require this format as part of AI disclosure protocols, replacing ad hoc self-certification with a standardized scientific record.
All verifications are logged with timestamps, creating an immutable record of when each citation was checked and what the result was. This audit trail supports both judicial oversight and any post-filing inquiry into citation accuracy.
AI-generated filings are already in your courtroom. Q-Verity gives your clerks the scientific tool to verify them.
Custom deployment for courts and judicial systems. Contact us for institutional pricing.