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Inside the AI Red Teaming CTF: What 200+ Players Taught Us About Breaking and Defending LLMs

Summary

In a 10-day AI red teaming CTF with 217 active players, output manipulation succeeded ~82.5% and data extraction ~74.6%; layered defenses cut completion to ~34% on the hardest multi-step challenge.
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