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Writing Essays and short takes on capital, technology, and law
AI Hallucinations in Legal Research: What Law Firms Must Know AI tools are fabricating citations, statutes, and case holdings in legal filings. Here is what the documented cases show and what your firm needs to do before it happens to you.
The Five Types of AI Hallucination in Legal Filings Not all AI hallucinations look the same in a legal filing. The five-category taxonomy from Ethics-Safe AI Use for Law Firms maps each failure type to the verification step that catches it.
AI Ethics Training for Attorneys: What the Sanctions Record Actually Requires Most AI ethics training for attorneys is built on theory. This one is built on 1,356 documented sanctions cases. Here is what the record shows courts and bar associations actually care about.
1,356 Cases: Publishing the AI Hallucination Legal Database We've been tracking every court proceeding where generative AI produced fabricated citations, invented quotes, or misrepresented legal authorities. The full dataset is now public.
California's New AI Ethics Rules: What Six Rule Changes Mean for Your Practice California's bar just proposed the most detailed AI-specific ethics amendments in the country — six rules, binding enforcement, and a mandatory verification requirement for every AI output. Here's what each change requires.
Why Most AI Demos Fail Real Users Most AI demos are optimized for the pitch, not the problem. A few observations on the gap.

AI Legal Research Tracking AI hallucination cases in federal and state courts
How AI Got a Lawyer Sanctioned in Federal Court Chaney v. Transdev Services Inc. (C.D. Cal. 2026)

AI Ethics Frameworks and resources for responsible AI adoption
ABA Formal Opinion 512 The 12 obligations Op. 512 places on every attorney, mapped to compliance steps
The Mata Protocol A six-step citation verification procedure for every AI-assisted filing