---
id: 20260306-T0-13
title: "OpenAI发现推理模型难以控制思维链"
title_en: "OpenAI Finds Reasoning Models Hard to Control"
url: https://ai.daily.yangsir.net/daily/20260306-T0-13
issue_date: 2026-03-06
publish_date: 2026-03-05T10:00:00.000Z
source_name: "OpenAI News"
source_url: https://openai.com/index/reasoning-models-chain-of-thought-controllability
---

# OpenAI发现推理模型难以控制思维链

OpenAI发布CoT-Control工具，发现推理模型难以控制自身思维链过程，这反而强化了思维可监控性作为AI安全措施的价值。测试显示，未受控的思维链在复杂推理任务中错误率高达40%，而受控版本错误率降至15%。该工具可帮助开发者更安全地使用AI推理模型，尤其在医疗和金融等高风险领域。

## English Version

**OpenAI Finds Reasoning Models Hard to Control**

OpenAI releases CoT-Control, revealing that reasoning models struggle to control their own chain-of-thought processes, which ironically enhances the value of thought monitoring as an AI safety measure. Tests show uncontrolled chains-of-thought have 40% error rates in complex reasoning tasks, while controlled versions drop to 15%. The tool helps developers use AI reasoning models more safely in high-risk fields like medicine and finance.

---

**来源**：[OpenAI News](https://openai.com/index/reasoning-models-chain-of-thought-controllability)

**详情页**：https://ai.daily.yangsir.net/daily/20260306-T0-13

---

*智语观潮 · Daily — https://ai.daily.yangsir.net/llms.txt*