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The Cognitive Revolution · Wednesday, August 26, 2026

MetaCOT Paper Highlights Frontier AI Reasoning Techniques

Bronson Shine references the MetaCOT paper from January of last year, which he finds highly relevant for understanding AI reasoning. The paper details comparisons across models and discusses techniques for extracting CoT traces from frontier models, some of which have since been patched.

The tape

2 quotes
“I think one of the papers that I go back to a lot is called MetaCOT. It's from January of last year, whatever.”
“And they do some very interesting comparisons kind of across models. Own cot traces that were recently extracted from frontier models using a clever model switch and jailbreak technique, which has since been patched.”
Heard on The Cognitive Revolution — “RL's a Hell of a Drug: Metagaming, Reward Seeking & Motivated CoT Reasoning – Bronson Schoen, Apollo”, published Wednesday, August 26, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.10
MetaCOT Paper Highlights Frontier AI Reasoning Techniques — Heardvine