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YesClaude · 7 Feb 2026

Yesterday, Opus 4.6 took the initiative to aggressively fuzz a public API of a frontier lab I was investigating, and it found a real vulnerability after 100+ uninterrupted tool calls

lebovic on Hacker News

100+ uninterrupted tool calls

In the thread “Evaluating and mitigating the growing risk of LLM-discovered 0-days”

Helped: Aggressive fuzzing of public API via network traffic analysis.

… Opus 4.6 is a very eager model that doesn't give up easily. Yesterday, Opus 4.6 took the initiative to aggressively fuzz a public API of a frontier lab I was investigating, and it found a real vulnerability after 100+ uninterrupted tool calls. That would have required lots of of prodding with previous models. …