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 Large Law Firms Deploy Harvey AI Today
Hungary's President Removal Amendment Creates a Legal Paradox
Kaitlan Collins and the Legal Void of ICE Body Cameras
What Lawyers Need to Know About Kira AI in 2026
Why the LA28 Ticket Tax Refund Isn't a Tax Law Change
Legal Tips for Last-Minute Lottery Prize Claims
ABA Model Rules–Mapped AI Vendor Due Diligence Checklist for Law Firms
Legal Implications of Cuba's Ties to China, Iran, and Russia
Legal Research AI Platforms Compared: Westlaw CoCounsel, Lexis+ AI, Harvey, and Bloomberg Law AI
How Trump's Medicaid funding freeze created novel legal challenges
What the Medicaid work requirements lawsuit means for patients
How the MERIT Act Ties Intelligence Leadership to AI Governance
Moreno-Warren Social Security Plan: Law Firm Impact
Navy Photo Removal and Records Purges Raise Transparency Concerns
Nitish Kaushal's Gang Connection and Law Enforcement Charges
Nolan Wells Investigation Raises Unresolved Legal Questions
How a Loophole Let Bill Pulte Lead Intelligence Without Confirmation
The Rebel Wilson Defamation Case Wins and Their Legal Lessons
Why Your Right to a Recalled Product Refund Often Goes Unused
What Inheritance Law Actually Does After a Short Celebrity Marriage
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