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The Defender’s Window

Greg Brockman · 16 Aug 2026

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Every claim below was made in this piece, quoted word for word and numbered in the order the piece makes them, so you can read it there rather than take our word for it. The sentence above each quote is our reading of the claim, not their wording. Each quote was checked against a stored copy of the page at build time; where the two differ, the quote is the fact.

  1. they know they need to fundamentally uplevel their cybersecurity practices with unprecedented speed
  2. If companies act decisively — including improving their fundamentals and superpowering their teams with AI — we can make the internet more secure than it has ever been.
  3. Security is still a cat-and-mouse game, but AI may shift its economics in ways that fundamentally advantage defenders.
  4. The Hugging Face incident showed that we underestimated the real-world cyber capabilities of our AI models.
  5. Classic security controls like network isolation, workload hardening, monitoring, and safe patching and deployment will be more important than ever in the AI future.
  6. What matters is less the specific tool than getting capable AI into the hands of your defenders now.
  7. Do not begin by trying to build an autonomous security operations center.
  8. No company can do this alone. Our ask is that AI labs, security vendors, enterprises, and maintainers share validated findings, fixes, and practical playbooks so that one organization’s discovery can strengthen the entire ecosystem.

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