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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.
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❌ 将结构化文本解析为JS对象：无论如何都要承担序列化成本。解析计算足够快，V8的即时编译器消除了Rust的任何优势。边界开销占主导地位。