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Applied AI·October 17, 2026·1 min read

XBOW used GPT-5.6 Sol to build a $250,000 Chrome exploit in six days

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Offense timelines just collapsed from quarters to days when paired with frontier models—your patching, red-teaming, and disclosure processes have to assume exploit development is now near-real-time. If four experts needed 6–9 months pre-LLMs and one team now ships a Chrome full chain in six days, security moves from perimeter tools to continuous, AI-augmented adversarial testing.

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If insurers believe AI-related claims can outrun current coverage limits, your real constraint becomes risk capital, not just compute or talent. Expect tighter exclusions, higher premiums, and more intrusive underwriting—operators need a clean risk story, logged controls, and clear incident playbooks or they will pay for the uncertainty in cash and deal friction.