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
Anthropic's dystopian ad backlash signals wider legal risks
How Apple's CAC Approval Guides Foreign AI Compliance
Why Brendan Carr's Broadcast License Threats Are Legally Unviable
Three legal consequences of Charleston White's threatening text
Navigating Cloud Migration for Law Firms After Email
Courtney Stodden and the Minor Contract Loophole
What Legal Risks Do Hospitals Face After the Craneware Breach?
What Daniel Siad's Death Means for the Epstein Investigation
Why Daycare Directors Are Convicted for Failing to Report Abuse
DOJ Pushes to Sideline State Bar Ethics Investigations
Why a Dollarama garlic powder recall rarely leads to a lawsuit
Do Russia's Drone Attacks on Cargo Ships Violate International Law?
Can EU Press Freedom Laws Remake Hungary's Media System?
FCC Space Mirror Approval Exposes Regulatory Vacuum
Free AI Contract Review Tools Compared
What the D4vd Case Reveals About Gruesome Evidence Law
Who is liable in the Guyana ferry capsizing?
Did Hayden Panettiere's Custody Decision Set a Precedent for PPD?
How international law applies to the Houthi Red Sea blockade
How to Build and Maintain AI Contract Review Playbooks: From Templates to Custom Rules
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