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Willison: AI 'lethal trifecta' risk is solvable only by eliminating one core capability

Simon Willison · An AI state of the union: We’ve passed the inflection point & dark factories are coming · Apr 2, 2026 · at 1:21:00

Simon Willison breaks down his security framework for AI agents handling private data, untrusted inputs, and external communication.

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“You have a lethal trifecta. Anytime your agent has three things, it's got Access to private information. There's information that you've exposed to it, like your private inbox that, that is, is private in some way. It's exposed to malicious instructions. So there's no way somebody attacking you can get their text into your system, like sending you an email. And the third leg is exfiltration or some mechanism that the agent can send data back to that attacker, like forwarding an email. So if you've got a system where you've got private emails, anyone can email you instructions and it can email them back. That's a, That's the classic lethal trifecta. That's a huge security problem. The only way to fix it is to cut off one of those three legs.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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