# Dongxi NLP says persona vectors are this year's most interesting paper

> Original title: Weight-Space Programming 再次证明了：

- Source: Dongxi NLP
- Published: 2026-11-03T06:53:06.000Z
- Bad Influence: https://badinfluence.news/items/geb20vrf2qjf3jhk795n81mbf
- Original: https://x.com/dongxi_nlp/status/2117510361477795954

## Summary

Dongxi NLP (@dongxi_nlp) says persona vectors are the most interesting paper of the past two years and recommends reading it five times. The post also argues that Weight-Space Programming and emergent misalignment are essentially the same idea under different names.

## Post

Weight-Space Programming 再次证明了：

这两年最有趣paper是 persona vectors，建议大家人工读上5遍。

所有的 Weight-Space Programming， emergent misalignment 换汤不换药。