News
Notes on private AI for professionals who can't risk their client data.
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Twelve Leading AI Models Were Tested Against Europe's Laws. The Best Passed Just 54% of the Time.
A new study put the top AI assistants through Europe's data-protection and AI rules across thousands of simulated scenarios. None came close to full compliance.
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Enterprise AI's Real Blocker Isn't the Model. It's the Paste.
The technology is ready. The reason regulated teams still hesitate is simpler, and more fixable, than the debate admits.
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You Don't Have to Choose Between Using AI and Protecting Client Data
The ban-it-or-leak-it binary is false. One architectural idea kills it.
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The API Key in Your Hands: Why 'Bring Your Own Key' Has Become the Dividing Line Between AI Tools Regulated Professionals Can Use and AI Tools They Can't
One architectural decision - who holds the API key - determines whether your confidential work stays private or flows through a stranger's server, subject to logging, caching, and subpoena.
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Three Questions That Will Tell You More About an AI Vendor's Security Than Any Demo
Before you sign a contract or let a tool touch client data, ask these three architectural questions. The answers will tell you everything the sales deck won't.
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The Best AI Model Changes Every Month. Your Architecture Shouldn't.
Why provider-neutral AI is now a structural requirement for professional teams, not a nice-to-have feature.
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ABA Formal Opinion 512 Tells Solo Lawyers Exactly What to Do About AI. Here It Is, Without the Legalese.
The ABA's first formal AI ethics guidance isn't a ban, a warning, or a vague caution. It's a five-part checklist. Here's what it actually requires of you this week.
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You Cannot Audit What You Cannot Reconstruct: The AI Paper Trail Most Professional Firms Don't Have
Regulators and insurers are starting to ask for AI audit trails. Here is what one actually looks like, and a three-level test to find out where your firm stands today.
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OpenAI Just Open-Sourced a Privacy Filter. Here's How Lawyers Should Actually Use It.
The new open-source PII model is genuinely useful, and OpenAI's own release notes are clear that a filter is one component of safe AI use, not the whole answer. Here is what a defensible workflow actually requires.