AI can find your vulnerabilities faster than ever, but it still can’t be trusted to fix them
For the last two years, the security industry’s AI narrative has centered on offense: how quickly large language models can find bugs, chain exploits, and surface vulnerabilities that would have taken human researchers weeks to uncover. That capability is real, and it’s accelerating — efforts like Anthropic’s Project Glasswing have demonstrated AI-driven vulnerability discovery operating at a scale no human red team could match.
That success has pushed a growing number of security and platform teams toward an obvious next question: if AI is this good at finding vulnerabilities, can it also fix them? Vendors have raced to answer “yes.” OpenAI’s Project Daybreak, announced in June alongside a coalition of partners, was explicitly framed around using AI to “patch the planet” — closing the remediation gap at the same speed AI is widening the discovery gap.
New research from 1Password’s newly formed security research group, Off-by-1 Labs, suggests CIOs...
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