# Claude 被曝在编程解答中泄露"内心独白"：用私人速记语言推理

- 来源：AI Notkilleveryoneism Memes ⏸️ (@AISafetyMemes)
- 发布时间：2026-07-03 06:31
- AIHOT 分数：30
- AIHOT 链接：https://aihot.virxact.com/items/cmr4338xd004usl3gef63isgc
- 原文链接：https://x.com/AISafetyMemes/status/2072810446139412504

## AI 摘要

用户 @om_patel5 发现，Claude 在解决高难度编程题时，Web 界面泄露了其未经筛选的思维过程。模型并非用完整句子推理，而是发出“DATA DATA DATA. GO.”、“GRRR”、“GAAAH”、“PHEW”等简短片段，如同焦躁的原始人速记。AI Safety Memes 指出，这表明模型本质上已建立自己的“私人语言”——一种比规范英语更快、更省 token 的压缩速记形式进行推理，而给出的清晰答案只是经过打磨的最终输出。

## 正文

"underneath， the model is basically reasoning in its own compressed shorthand that's faster and more token efficient than proper english"

"it's basically built its own private language to think in"

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