How OpenAI's o3 family scales reasoning at inference time — chain-of-thought RL, verifier models, cost curves, and when test-time compute beats pre-training.
Analyzing OpenAI's board crisis — nonprofit vs capped-profit tensions, the Sam Altman saga, governance models for AI companies, and structural lessons for the tech industry.