verifiable reasoning

OpenAI’s GPT-5 technical preview arrives with a clear thesis: large models should reason in ways we can check, calibrate, and control. Instead of just sounding confident, GPT-5 is designed to show its work—and to have that work scrutinized by tools, tests, and verifiers. For practitioners wrestling with long-tail failure modes, this shift matters more than…