Not your Weights, Not your Brain

Your corrections to AI carry ‘dark knowledge’ about your expertise. Teaching on-device models your reasoning traces, not renting cognition from cloud APIs, is the real unlock for AI copilots.

April 16, 2026 · 10 min · mercurialsolo