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 the Law Frames the Secret Service's Highest Threat Environment
What the Soldier's Secret Service Lawsuit Reveals About the FTCA
When Are You Liable for Your Spouse's Debt After Marriage?
Federal Lawsuits Challenge Social Security Benefit Cuts for Retirees
The Legal Process Behind Stopgap Funding Bills and the Midterm Election
The Sullivan & Cromwell AI Hallucination Filing: Why Elite Firm Policies Failed and What It Means
Five Constitutional Tensions in Troy Edgar's DHS Testimony
Proving Intentional Selection in the Today Show Hate Crime Case
No legal basis for Trump election emergency declaration
Which Turtle Bay Restaurants Closed? The CVA Mechanism in UK Insolvency
What Virgin Islands Hurricane Aid Fraud Cases Mean for Compliance
How the FTCA Shapes Liability for Yellowstone Tourist Incidents
Adak Island Internet Subsidy Exposes FCC Audit Gaps
What Attorneys Need to Know About AI in Apartment Fire Reports
How AI in cancer detection is reshaping malpractice liability
AI Contract Clause Extraction Benchmarks in 2026: What They Found and How to Use Them
The AI Lawyer Jobs Landscape in 2026: 8 New Roles That Didn't Exist Three Years Ago — With Salary Ranges and Entry Paths
AI super PACs expose gaps in campaign finance law
Which AI Tools Can Draft Advance Directives and Wills?
Alphabet's Q2 earnings and the AI-driven legal tech shift
Blogarama - Blog Directory