Benchmarks

Citation-accuracy and reliability benchmarks for AI legal research and drafting tools, framed as risk assessment rather than product endorsement. Each entry discloses the benchmark source type (peer-reviewed academic study, vendor-published report, or independent test), the tool name and version tested, the test date, and a methodology summary, and visually separates independent findings from vendor-coordinated ones. Entries cross-link to any Risk Digest case naming the same tool. Does not contain case outcomes (Risk Digest) or how-to guidance (Workflows), though it links to both.

ToolVendorSourceHallucination rateVersion testedTest date
USS Enterprise contract appeal tests nuclear carrier retirement law
White House Media Offenders List and the First Amendment Line
Why Peter Thiel's Argentina Move Avoids Tax Residency
Ticket resale regulations for the 2026 World Cup differ by host city
2026 AI Court-Filing Rules Every Attorney Must Know
Why the AA584 Fuel Diversion Raises Legal Concerns for American Airlines
How to Build Your Law Firm’s AI Acceptable Use Policy: A Clause-by-Clause Template
AI-Generated Citation Sanctions: A Documented Case Reference (2023–2026)
Personal AI Use Is Outpacing Firm Governance in Law Practice
Supreme Court to Review Alaska Bush Pilot Plane Confiscation
What Antigua and Barbuda's CIB Residency Rule Requires of New Citizens
How Boeing Aircraft Order Disputes Break into Four Legal Categories
When Courts Allow a Child's Name Change Without Father's Consent
The Legal Crossfire Over Citizens Bank’s ICE Detention Financing
Congress Weighs Health Transparency Laws Amid Regulatory Ramp-Up
Cuban Artists Face a Narrowing Asylum Path in 2026
Legal Theories for Cyclosporiasis Lawsuits
Stefon Diggs' Libel Suit Backfires as Griffith Expands Counterclaims
How Hawaii Justice Eddins Rejects SCOTUS 'White Noise'
How the FBI's drone takedown authority changed during the World Cup
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