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
Three real cases that define AI lawyers in court
AI Shipwreck Discovery Leaves Maritime Law in Uncharted Waters
The Legal Reality Behind Amanda Seyfried's Mean Girls Royalty Grievance
Andrew Tate Sex Trafficking Case: A Cross-Jurisdictional Legal Timeline
How New York's Hate Crime Statute Applies to Andrew Truelove
Antitrust and Securities Risks in Nvidia's Nebius Investment
The Legal Double Bind in Apple's Alibaba AI Partnership
What Is an Artificial Intelligence Attorney in 2026?
JPMorgan Faces Legal Claim Over Mortgage on Eroding Property
The Legal Strategy Behind Timothy Busfield's Grand Jury Testimony
Meeting Generative AI Confidentiality Obligations: A Lawyer's Compliance Framework Under ABA Opinion 512
What the Constitution Says About Homeschooling Regulation
Beyond Cite-Checking: Why the Duty of AI Competence May Require Subject-Matter Expertise, Not Just Citation Verification
How Elliot Page's Advocacy Fits the Post-Skrmetti Legal Landscape
One Falklands banner, three legal planes at the World Cup
Hawaii homeless prevention funding legal framework after the audit
What the Heap v. Galvin settlement means for Metro Phoenix elections
Can the Houthis Lawfully Close the Bab al-Mandeb Strait?
How the US-Saudi nuclear deal's safeguards differ from IAEA standard
Federal Courts Ruled 4,400 Times ICE Detention Without a Warrant Is Illegal
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