September 22, 2026 · 10 min readReasoning Tokens Steer the Trajectory
The argument over reasoning models is loud and stuck at the wrong level. One camp reads the reasoning trace as a window into the model’s mind. The other reads it as …
AIReasoning ModelsControl TheoryInformation TheoryAgents