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
What the New Text Evidence in the Stefon Diggs Case Shows
EU Demands Caribbean CBI Phase-Out by June 2028
FEMA CFO's unlawful firing tests presidential removal limits
How to file your Fidelity data breach settlement claim before the deadline
Who Qualifies for Fidelity Data Breach Settlement Payouts
First Amendment Limits on School Bans for Parent Facebook Posts
First Amendment and Trump FCC License Revocation Threats
What Legal Obligations Require Refunds in Food Recalls?
How the FTC's Healthcare Task Force Changes Hospital Merger Antitrust
German Media Regulator Rules AI Search Engines Are Media Content Providers
29 Days to the GPAI Enforcement Cliff: What Lawyers Must Address Before August 2
Legal Rights for Hunger Strikers in Involuntary Commitment
What Actions Led to Default Judgment in Hunter Biden v. Byrne?
What IREN's AI Cloud revenue target means for legal AI
Ironclad Jurist: AI Contract Assistant Profile for In-House Legal Teams
Kimi K3 Exposes the Gap in US AI Export Controls
The Legal Justification Behind Mamdani's Unenforceable Arrest Pledge
The Legal Campaign Against MLB's Diversity Mandates
D.C. Circuit Rejects Navarro's Contempt Appeal on Factual Grounds
NDAA Section 219's AI Military Integration Raises Novel Legal Issues
Blogarama - Blog Directory