Machine Heart

Sep 5, 2026 · Artificial Intelligence

How Mechanist Lets AI Discover Its Own Cognitive Mechanisms

Mechanist automates mechanistic interpretability research by generating hypotheses, running causal interventions on language models, discovering distinct attention heads for belief-state reasoning, and enabling targeted steering that improves both reasoning and biological sequence generation.