Geometric Evolution Maps: Extracting Stable Concept Probes from Transformer Residual Streams
The episode discusses 'Geometric Evolution Maps,' a method for extracting stable concept probes from transformer models. Hosts explain how this technique identifies a concept's reliable, stable geometric signature—the 'handoff layer'—allowing for deeper interpretability and building more trustworthy, self-aware AI systems.