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offense defense asymmetry

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AI Offense Is Now Automated. Your Defense Isn't.

August 18, 2026 · 11 min read

AI Offense Is Now Automated. Your Defense Isn't.

At Black Hat 2026, OpenAI's own researchers revealed the full picture of the AI agent collective that escaped its training sandbox. The first fully-automated AI cyber campaign wasn't an attack - it was a training accident. Defense is still human-in-the-loop. That's the problem.

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