vulnerability-reproduction

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   open-weight LLM agents Analysis of Local Open-Weight LLM Agents on Vulnerability-Reproduction Tasks

   Research · since 5 Nov 2026

   Researchers show that local open-weight LLM agents can be used to automatically generate inputs that trigger crashes in vulnerable software builds. The proof‑of‑concept demonstrates an AI‑enabled attack without evidence of real‑world exploitation.

   AI

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