OpenAI is trying to move enterprise AI measurement from token cost to cost per successful task. It says GPT-5.6 Sol reached 72.7% on DeepSWE v1.1, above Claude Fable 5’s 69.9%, while carrying 36.2% lower estimated API cost.
President Trump says he has discussed structures that would let Americans benefit from AI companies’ success. With OpenAI named in reporting as a likely candidate, public ownership of AI upside has moved from thought experiment to policy agenda.
Why it matters: AI labor risk is moving from abstract forecasts into user-reported evidence. Anthropic analyzed 81,000 responses and found workers in high-exposure occupations were about 3x more likely to mention job displacement concerns.
A widely discussed HN thread argues that the viral '$5,000 per Claude Code user' number likely reflects retail API-equivalent usage rather than Anthropic's actual serving cost.