# Does scaling toward AGI depend on what System-1 lets System-2 execute?

> Original title: 推荐阅读！

- Source: Dongxi NLP
- Published: 2026-10-30T09:02:58.000Z
- Bad Influence: https://badinfluence.news/items/jx7qj2eh47rv5drme2xq2sn0j
- Original: https://x.com/dongxi_nlp/status/2116093493051367668

## Summary

Dongxi NLP argues that the next step toward AGI depends less on computing more than on a cheap System-1 that decides what an expensive System-2 should compute. The post says every rollout, reasoning step, and tool call is paid for before its usefulness is known, and that most do not help. The author links this to a linked article that makes the same argument.

## Post

推荐阅读！

Does Scaling Toward AGI Depend on What System-1 Lets System-2 Execute?

## Quoted post @AlbertW24045555

> Every rollout, reasoning step and tool call is paid for before you know if it helped. Most don’t. We argue the next leap toward AGI comes not from computing more, but from a cheap System-1 that decides what a costly System-2 should compute at all. https://x.com/i/article/2116047024609255424

https://x.com/AlbertW24045555/status/2116052318127071285