# Ethan Mollick 引用研究：AI 导致"论点坍缩"，人类应充当"骰子"保持多样性

- 来源：Ethan Mollick (@emollick)
- 发布时间：2026-06-09 06:18
- AIHOT 分数：63
- AIHOT 链接：https://aihot.virxact.com/items/cmq5spkym020qsl5iohcvdv26
- 原文链接：https://x.com/emollick/status/2064109842390729123

## AI 摘要

Ethan Mollick 引用 @YekyungKim 的研究指出，AI 正日益塑造从报纸评论到 NeurIPS 立场论文的长篇公共话语，但看似流畅的论点背后存在“论点坍缩”：不同大语言模型会收敛到相同的主要论点、支撑论点和结构。Mollick 调侃《黑客帝国》把人当电池的想法很怪，认为人类作为“骰子”更有用，意在强调多样性在思考中的价值。

## 正文

The Matrix idea of keeping humans as batteries is obviously weird… we would be more useful as dice.

LLMs default to very similar kinds of arguments &amp； structure， and even different LLMs seem to collapse to similar concepts. Humans provide a lot more variation in their own work.

### 引用推文

> Yekyung Kim：From op-eds in newspapers to NeurIPS position papers, AI is increasingly shaping long-form public discourse. Its arguments seem plausible, but beneath surface f...