Ekdeep S Lubana

4 papers Goodfire AI

• Detecting High-Stakes Interactions with Activation Probes
• From Flat to Hierarchical: Extracting Sparse Representations with Matching Pursuit
• In-Context Learning Strategies Emerge Rationally
• Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry