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
Why the Trump AI Action Plan Won't Simplify Law Firm Compliance
UK Military AI Drones and the Legal Ethics Debate
United Airlines System Failure: No Right to Cash Compensation
House letter splits veterans groups, tests First Amendment
How is the White House regulating Chinese AI models?
World Cup No-Fly Zone: Drone Seizures vs. Plane Intercepts
AI Contract Review vs. General-Purpose AI: Why the Gap Persists in 2026
AI eDiscovery Platform Comparison for Legal Teams: Relativity aiR, Reveal, Logikcull, and Everlaw
How AI Helps Plaintiff Attorneys Evaluate Hit-and-Run Claims
AI Legal Ethics in 2026: What Every Lawyer Must Know About the New Duty of Technological Competence
AI Legal Services Adoption in 2026: What the Data Actually Shows — and Why Adoption Outpacing Governance Is the Real Story
Arkansas school social media ban blocked on First Amendment grounds
How Candidate Withdrawal Works Under State Election Law
Why Capital One 360 settlement payments are delayed by appeal
What Legal Risks Do Celebrity Wedding NDAs Create for Vendors?
Charles Medina Manslaughter Case Tests Texas Recklessness Standard
The Legal Risks From the Charleston White-Young Thug Confrontation
Clio Manage AI Review: What the Evolved Clio Duo Actually Does, and What It Doesn't
How Taylor Farms' Outbreak History Strengthens the Cyclospora Lawsuits
What the $1,000 Threshold Means for David Hearn's 2026 Trial
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