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Applied AI·October 26, 2026·1 min read

Sam Altman says AI means we can no longer just patch all the bugs

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If AI-driven attacks make “patch all the bugs” obsolete, security posture shifts from reactive patching to AI-augmented defense and architectural resilience. CISOs should be budgeting for offensive-grade AI tools on the defense side and revisiting assumptions about acceptable vuln backlogs.

Applied AI

Anthropic's S-1 lists 94 pages of risk factors and warns that the "scale of harm" from a "catastrophic" AI incident might mean it is unable to obtain insurance

When an AI frontrunner devotes 94 pages to risk and explicitly contemplates uninsurable catastrophic incidents, it’s signaling that traditional insurance may not cover frontier AI failure modes. If you’re deploying these systems in critical workflows, treat risk transfer as uncertain—build internal controls and incident response as if you’re self‑insured.