# OpenAI — Evaluating chain-of-thought monitorability

- Company: OpenAI (openai.com)
- Announced: 2025-12-18T12:00:00+00:00
- Subject: GPT / ChatGPT / API
- Source: https://openai.com/index/evaluating-chain-of-thought-monitorability
- Record: https://forck.live/items/324-evaluating-chain-of-thought-monitorability

OpenAI introduces a new framework and evaluation suite for chain-of-thought monitorability, covering 13 evaluations across 24 environments. Our findings show that monitoring a model’s internal reasoning is far more effective than monitoring outputs alone, offering a promising path toward scalable control as AI systems grow more capable.

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Record: https://forck.live/items/324-evaluating-chain-of-thought-monitorability
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md