OpenAI’s math breakthroughs may shift AI firms away from token sales

For years, the AI business model has looked a lot like a utility bill. You send a model text, it sends text back, and you pay by the token. A Bloomberg column now floats a different future: the big AI labs might eventually step back from selling tokens at all. OpenAI’s recent string of claimed math results is the reason that idea no longer sounds far-fetched. A quick definition first. In AI, a token is a small chunk of text, roughly a word fragment, that a model reads or writes. Labs meter usage in tokens and charge for them, much like a power company charges per kilowatt-hour. The results OpenAI is pointing to On September 8, 2026, OpenAI announced a proposed solution to part of the Navier-Stokes existence and smoothness problem. That problem is one of the Millennium Prize Problems, a short list of famously unsolved questions in mathematics. The effort was not one chatbot thinking hard. OpenAI used approximately 10,000 agents that exchanged roughly 2.7 million messages over an 88-hour stretch. The total bill came to about 130 billion tokens processed. OpenAI followed up on October 6, 2026, by releasing 722 mathematical manuscripts. Those papers are grouped into 372 result families...