Geometric Reasoning
Summary
Sophontic unveils a new paradigm for AI reasoning, arguing that reasoning performance can exceed larger models by focusing on internal geometry instead of sheer size. The piece describes a perturbation-based evaluation (flip rate) and notes an open-source release of the evaluation kit, illustrating a frontier approach to AI reasoning research.