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title: "offensive security — Stuff That Spins"
description: "Narrative intelligence for offensive security: 1 tracked articles, claims, and spin patterns across AI and technology coverage."
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# offensive security

**Type:** topic  
## Related Articles

- [AI Can Find Bugs, But Human Knowledge Still Proves Them](https://stuffthatspins.com/spin/ai-can-find-bugs-but-human-knowledge-still-proves-them) — July 16, 2026

## Related Claims

- AI-assisted tools can read code quickly, generate payloads, summarize attack surfaces, explain unfamiliar APIs, and run repetitive testing workflows at impressive speed.

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