CEO Satya Nadella admits to the addictive habit of using the most powerful AI models for simple tasks. He argues that marginal productivity gains must justify the token cost. This shift suggests Microsoft will push for smaller, cheaper models over frontier systems. Developers should prioritize efficiency over raw model power.