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
How the FY2026 NDAA Rewrites AI Law for Defense Contractors
Legal Implications of ICE Agent Shootings Under Immigration Law
Indonesia Asset Seizure Law Still Stalled Amid Renewed Push
Kimi K3 tests US export control authority over AI models
Kirsten Storms brain aneurysm case highlights custody law gap
Legal AI Startup Funding Rounds and Acquisitions: 2024–2025 Market Activity Log
Why Legal AI Tools Are Outrunning Their Reliability Checks
Cruelty Statute Fills Louisiana Gun Law Gap in Le'Veon Moss Case
Luminance: AI Contract Review Tool Profile — Deployment, Data Retention & Jurisdictions
Can the NFL Still Discipline Michael Wilhoite After Charges Were Dropped?
Micron's AI Chip Surge Raises Law Firm Hardware Costs
How AI is changing NBA contract extension law negotiation
New York's World Cup Record Handle Delivered Its Lowest Hold
How Nigeria's terrorism law now covers bandit abductions
The Legal Anatomy of the Obama Center Contractor Disputes
What the ABA and State Bars Require of Lawyers Using AI
Recording Music from Jail: The Legal Issues Inmates Face
How Ryan Gold's NFL Gambling Suspension Appeal Works
Tracking SAVE Act Legal Challenges for the 2026 Midterms
All 2026 Social Security Maximums and Legal Limits
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