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Skills-Coach shows how to significantly boost LLM agent skills without training, using a clever combination of task generation, prompt optimization, and comparative execution.
Forget retraining: a new DeepFake detection framework maintains state-of-the-art performance while adapting to new forgery techniques without replaying historical data.
VLA models are surprisingly vulnerable to adversarial attacks via physically plausible 3D textures, causing near-total task failure in robotic manipulation.
