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
Cleo Fields' Career Tracks the Voting Rights Act's Dismantling
CoCounsel vs Lexis+ AI: Accuracy, Hallucination Rates, and the Duty to Verify
How CoreWeave's Stock Drop Exposes Legal AI Infrastructure Risk
Daniel Siad and the Legal Implications for Epstein-Era Recruiters
EB-2 India Still Unavailable in August 2026 Visa Bulletin
Federal Court Decisions Fracture TPS Work Authorization Status
How Antitrust Law Shapes the Fertitta-Caesars Acquisition
Ford's kill-switch patents create legal risks beyond repossession
Forest Service Kidnapping Charges Under 18 U.S.C. § 1201(a)(5)
Generative AI Billing Policies for Law Firms: Ethics, Models, and Engagement Letter Language
Grandparent Scam Legal Warning Signs and Recourse
Legal implications of the Trump green card bond requirement
What US lawyers should know about the Heavenly Spices recall
How 2026 US Chip Sanctions Sparked the AI Stock Selloff
How ICE's AI Systems Create a Transparency Gap
ICE vetting failures after Maine shooting open DHS to liability
Jim Jordan's Smith Referral Pushes §1001's Half Truth Limits
Legal AI Tools for Non-Lawyers: What Free and Affordable Options Actually Deliver
Legal Implications of the FEMA CFO Defamation Lawsuit
Who faces legal liability in the Madewell sweater recall?
Blogarama - Blog Directory