# Reasoning Summary

> A user- or developer-facing summary of a model's reasoning process without exposing the raw hidden chain of thought.

- Category: Reasoning & Inference
- Stage: Rising
- Also called: Thought summary, Reasoning trace summary
- Canonical: https://www.joelcsaji.com/ai-dictionary/reasoning-summary

## Plain English

It shows the useful shape of the model's thinking without dumping every internal token.

## Example

A debugging agent returns a short summary of why it chose the suspected failing module before showing the patch.

## Why it matters

Reasoning summaries are becoming a practical compromise between transparency, safety, and implementation detail.

## Related

- [Chain-of-Thought](https://www.joelcsaji.com/ai-dictionary/chain-of-thought)
- [Trace](https://www.joelcsaji.com/ai-dictionary/trace)
- [Reasoning Effort](https://www.joelcsaji.com/ai-dictionary/reasoning-effort)

## Sources

- [OpenAI: Reasoning Models](https://developers.openai.com/api/docs/guides/reasoning)