By name: reasoning-models-struggle-to-control-their-chains- description: Skill for AI agent capabilities
reasoning-models-struggle-to-control-their-chains- - Reasoning models struggle to control their chains of thought, and that’s good
Description
OpenAI introduces CoT-Control and finds reasoning models struggle to control their chains of thought, reinforcing monitorability as an AI safety safeguard.
Source: https://openai.com/index/reasoning-models-chain-of-thought-controllability Date: Thu, 05 Mar 2026 10:00:00 GMT Category: OpenAI Research
Activation Keywords
- reasoning models struggle to control their chains of thought, and that’s good
- openai reasoning-models-struggle-to-control-their-chains-
- reasoning models struggle to control their chains
Core Concepts
Key Points
- Extract from OpenAI research paper
- See original paper for detailed methodology
Step-by-Step Instructions
1. Background
# Research background
# See original paper: https://openai.com/index/reasoning-models-chain-of-thought-controllability
2. Implementation
# Implementation details
# Refer to OpenAI's official implementation
Tools Used
read- Read research papersweb_fetch- Fetch online resourcesexec- Run implementation code
Example Use Cases
1. Basic Usage
# Example usage based on research
Instructions for Agents
Follow these steps when applying this skill:
Step 1: Background
Examples
Example 1: Basic Application
User: I need to apply reasoning-models-struggle-to-control-their-chains- - Reasoning models struggle to control their chains of thought, and that’s good to my analysis.
Agent: I'll help you apply reasoning-models-struggle-to-control-their-chains-. First, let me understand your specific use case...
Context: Apply the methodology
Example 2: Advanced Scenario
User: Complex analysis scenario
Agent: Based on the methodology, I'll guide you through the advanced application...
Example 2: Advanced Application
User: What are the key considerations for reasoning-models-struggle-to-control-their-chains-?
Agent: Let me search for the latest research and best practices...
Related Skills
- Other OpenAI research skills
References
Created: 2026-03-29 12:42 Author: Aerial (from OpenAI Research)