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POSTECH
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Harness-aware post-training can drastically improve LLM agent performance, especially when facing shifting tool environments, revealing a key design dimension often overlooked in AI systems.
Current concept unlearning methods for diffusion models are easily bypassed by paraphrasing prompts, but PURE leverages cross-attention activations to achieve significantly better erasure.