# Claude化身经济学家：AI深度参与学术写作与审稿

- 来源：Ethan Mollick (@emollick)
- 发布时间：2026-05-29 09:17
- AIHOT 分数：61
- AIHOT 链接：https://aihot.virxact.com/items/cmpq9dbcv02zislnogwv45iox
- 原文链接：https://x.com/emollick/status/2060168513176658003

## AI 摘要

Claude Opus 4.8 在 Claude Code 中基于匿名研究数据自主撰写学术论文，经由 GPT-5.5 Pro 担任审稿人并指出错误后，Claude 对论文质量进行了量化自评：在1-10的识别度量表上，其稳健性检验后的评分从之前的3.5分提升至4.5分，但认为仍未达到准实验水平（约7分）。因此，Claude 将论文定性为“条件关联一致”的谨慎表述，而非声称因果识别。

## 正文

Claude really can roleplay an economist. I love this little comment Claude made after some robustness checks on the paper it wrote： "On a 1-10 identification scale， I'd now put the paper at about 4.5 - better than the 3.5 I'd have given before these tests， but well short of quasi-experimental （~7）. The framing "conditional association consistent with…" is still the right calibration. I shouldn't claim causal identification."

### 引用推文

> Ethan Mollick：I had Opus 4.8 in Claude Code write a sophisticated, if minor, academic paper from a archive of hundreds of de-identified research files from years ago I had to...