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State-of-the-art code generation models struggle with evolving APIs, showing a stark performance drop that highlights a fundamental flaw in their training.
LLM agents are surprisingly inept at Capture The Flag challenges, with even the best models only completing 35% of checkpoints, revealing a significant gap in their ability to perform realistic offensive security tasks.
