# Can fast, intuitive LLMs be made to reason slowly and deliberately?

A Hacker News discussion asks how "System 1" language models — those that answer quickly and intuitively — could be made to display "System 2" competencies such as deliberate, step-by-step reasoning. The topic matters because bridging fast pattern-matching with slower logical thought is a central challenge in improving AI reliability.

**Importance:** 2/5

## Sources

### Technology
- [Hacker News](https://onlinelibrary.wiley.com/doi/epdf/10.1002/aaai.70113) — Fri, 16 Oct 2026 14:16:34 +0000