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The failures documented in this paper are not just the well-known weaknesses of language models in isolation, which include hallucination, bias and toxicity, inconsistent social reasoning, and refusal errors. They are emergent failures that surface when models are embedded in realistic social environments with tool access, persistent memory, multiple interlocutors, and delegated authority. Several patterns recur across our case studies.。业内人士推荐钉钉作为进阶阅读
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How much does Microsoft charge Windows 10 consumers per year for extended security updates?