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
Defending Felony Camping Charges After the Grants Pass Decision
How Flock Safety's New Terms Complicate Municipal Contract Exit
Ford Expedition Seat Belt Recall Tests NHTSA Consent Order
Google's record AI spending collides with antitrust limits
Harvey vs Casetext: Legal AI Research Platform Comparison
How a Judge Found ICE Racial Profiling in Minnesota
Idaho twins murder case reveals AI misinformation risk patterns
Jacobian Conjecture AI: Legal Research Applications and Limits
Kamar Williams Missing Twins Update Exposes Legal AI Tracking Gaps
Comparing Legal Document AI Tools by Workflow and Criteria
What legal rights protect LGBTQ cruise passengers from port denial?
Marine Corps AI anti-drone turret exposes gaps in autonomous weapons law
How Wisconsin law handles the Rodriguez campaign finance investigation
What the SAVE America Act Does to Voter ID and Mail Voting
Sheree Zampino Sues Bilaal Salaam for Slander Per Se
Social Security Cuts in 2033 Require New Legal Strategies for Couples
Why the SpaceX-Pentagon AI Contract May Be Harder to Enforce
Telemundo deal tests EU competition law after UC3 restructuring
How Thom Tillis Shaped IP and AI Law – and What Happens Next
What New York's Hate Crime Law Means for the Today Show Intruder
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