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Forget brittle fact memorization – CoT2Edit teaches LLMs to *reason* their way to updated knowledge, unlocking robust generalization in real-world scenarios.
Resource consumption vulnerabilities in LLMs can lead to degraded service availability and economic sustainability, demanding a systematic understanding and mitigation approach.