On a Tuesday morning in December 2024, an artificial intelligence system did something remarkable. Instead of confidently fabricating an answer it didn't know, OpenAI's experimental model paused, assessed its internal uncertainty, and confessed: “I cannot reliably answer this question.” This moment represents a pivotal shift in how AI systems...