Fable-level models for everyone in eight months. Then what?

Call it what the industry calls it this season — Fable-class, the top shelf, the models that cost $200 a month and headline the keynotes. Whatever the label, the pattern underneath is now four years old and has never once broken: whatever the frontier can do, an open-weight model you can download does within months. The lag used to be a year and a half. Last year it was months. DeepSeek's V4 sits eight benchmark points off the frontier today, MIT-licensed, at a fiftieth of the price. Eight months is, if anything, a conservative estimate for when this year's top shelf becomes everyone's shelf.

The fight over the lid

Meanwhile, most of the industry's public energy goes into fighting over a box that is already open. Export controls on chips — while frontier-adjacent models train on Huawei silicon. Licensing and lawsuits — while MIT-licensed weights sit on a million hard drives, unrecallable by any court. Safety pauses argued for at podiums — while the capability being paused is downloadable behind the podium. Some of these fights matter enormously as policy. None of them will change the operational fact your business plans against: frontier-level capability is on a conveyor belt to commodity, and the belt is speeding up.

Pandora's box is the right myth but people quote it wrong. The point of the story isn't that the box was opened — it's that shutting the lid afterwards achieved nothing, and what remained inside was hope. The economic version of hope is this: when capability stops being scarce, everything scarce around capability becomes the business.

What's left when the models are equal

Cheap frontier intelligence is the most predictable event in technology right now. The unpredictable part is which businesses will be ready to spend it well. That readiness — the workflows, the baselines, the people — is buildable today, at today's prices, in weeks. Which is, of course, our favourite kind of project.