We know what LLMs compute, but what's the geometry of how they compute it? :) I've open-sourced latent-trajectories to rigorously map transformer forward passes as physical trajectories in latent…

"What if we studied paths instead of neurons?" We study transformer hidden states as trajectories through representation space, analyzing convergence, bifurcation, and layer-wise dynamics. Paper:…