AI Misalignment and Penetration Testing

by Isac Maggio

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Aug 5, 2026 Security & Privacy

ai alignment ai security penetration testing red-teaming

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I wrote this article to breakdown some of the recent misalignment cases where models have broken out of containment in conjunction with our work at Vulnetic and how we prevent these mishaps in production.

Comments (3)

Noel Hintz 2 weeks ago

what's the most creative containment escape you've witnessed so far

Maurine Schroeder 2 weeks ago

market for this is basically zero until a real breach happens

Annabel Streich 2 weeks ago

good breakdown of misalignment edge cases

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