The Geometry of Thought: Why Linear Steering Might Be Steering LLMs the Wrong Way

1. 1Read the article on Medium to understand the concept of linear steering in LLMs
2. 2Analyze the limitations of linear steering in controlling internal states
3. 3Explore geometric thinking as an alternative approach to understanding LLM internal states
4. 4Apply geometric concepts to improve control over LLM internal states
5. 5Evaluate the effectiveness of geometric approaches in improving LLM interpretability

Researchers and engineers working on LLMs can benefit from understanding the limitations of linear steering and exploring geometric approaches to improve model interpretability and control

💡 Geometric thinking can provide a more effective approach to controlling internal states in LLMs than linear steering

💡 Linear steering might be steering LLMs the wrong way. Discover how geometric thinking can improve control over internal states #LLMs #Interpretability