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
Amazon Prime Settlement Reshapes Subscription Enforcement
Angels spy scandal tests trade secret law limits
Anthropic's $1.5B Settlement Leaves Key Fair-Use Ruling Intact
Four Ethical Duties for Lawyers Using Artificial Intelligence
Canadian Woman Arrested on Assault Charges: The Immigration Fallout
Crapsi Sentenced to 18 Months for Delta Flight Laser Strike
Election fraud investigations test constitutional boundaries
Elite University Financial Aid Antitrust Appeal Update
How the Eric Adjepong Case Tests Protective Order Procedure
What AI tools did the FBI use for World Cup security?
FDA's first AI cGMP enforcement signals new pharma regulatory liability
How Flock ALPR Errors Are Driving Municipal Liability
What to Tell Clients About Free AI Lawyer Apps
What Google's AI Chip and Stock Price Mean for Legal AI Tools
The Legal Risks of Haiti's Level 4 Travel Advisory
Harvey AI Enterprise Legal Platform: A Structured Evaluation for Law Firm and Legal Ops Buyers
Why the Hendricks-MAGA Inc. Donation Is Perfectly Legal
Involuntary Manslaughter Prosecutions of Home Daycare Operators
Horry County Real Estate Disputes Surge as Market Cools
Can ICE Enter Your Home With an Administrative Warrant?
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