# I still find it mysterious whether and how intelligence and capabilities transfer between domains an…

- 来源：Lilian Weng (@lilianweng)
- 发布时间：2025-07-14 05:19
- AIHOT 链接：https://aihot.virxact.com/items/cmnxjn7to00eisl9o4z9cr3rg
- 原文链接：https://x.com/lilianweng/status/1944507067806720430

## AI 摘要

我仍然觉得智能和能力是否以及如何在不同领域和技能之间迁移是很神秘的——从早期的元学习到最近的问题，比如解决数学问题是否有助于写好文章。

## 正文

I still find it mysterious whether and how intelligence and capabilities transfer between domains and skills - from meta learning during early days to more recent question like whether solving maths helps writing a good essay.

Sometime I feel a bit pessimistic given not enough evidence I've seen. Would like to get more suggestions and pointers to papers on this topic of generalization in the thread！ 🧵