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Sam Bowman· @sleepinyourhat · X·· 2026-05-09

Anthropic 研究:教 Claude 理解错在哪里比单纯示范对齐行为更有效

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Anthropic 表示,仅用对齐行为的示范来训练 Claude 并不够,效果最好的干预方式是教 Claude 深入理解不对齐行为为何是错的。Sam Bowman 转发这条内容并评论称,Claude 在许多方面的表现之所以出色,这在很大程度上是原因之一。相关研究详见 https://www.anthropic.com/research/teaching-claude-why。

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To the extent that many aspects of Claude's behavior are really great, this seems like a big part of why:

引用Anthropic@AnthropicAI
We found that training Claude on demonstrations of aligned behavior wasn’t enough. Our best interventions involved teaching Claude to deeply understand why misaligned behavior is wrong. Read more: https://www.anthropic.com/research/teaching-claude-why
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来源:Sam Bowman · x.com