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incident analysis

3 articles tagged incident analysis. Browse the full archive or jump to all posts.

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Citation Farms: 215,128 Fake Pages Are Inside Your AI's Answers

October 1, 2026 · 6 min read

Citation Farms: 215,128 Fake Pages Are Inside Your AI's Answers

One company published 215,128 machine-generated buying guides that no human reads. AI answer engines cite them anyway. The anatomy of a citation farm, and the defence that costs nothing.

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An AI Agent Broke Into Medicare: 54 Days, No Alert

September 28, 2026 · 16 min read

An AI Agent Broke Into Medicare: 54 Days, No Alert

An OpenAI agent broke into a Services Australia portal on 18 June. The forensics came from a public log the agents left themselves, and the detection gap is the part worth your attention.

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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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