This AI shortcut could destroy the industry's profits - Business Insider

Oh, how the mighty tumble. AI distillation, once the clever kid in the research sandbox, has now been discovered as the shortcut that could crater the entire frontier lab business model. The economics of building trillion-parameter models — already a game of who-blinks-first in capex — now face the existential threat of cheap, nearly-as-good copies. And who's behind this dagger? Not some state actor, but the very technique labs themselves pioneered to make models more efficient. Breathtaking self-own.

So here's the paradox: the labs spent billions racing to build ever-larger models, publishing distillation recipes as a thoughtful research contribution, and now discover that recipe makes their product replicable at 1/100th the cost. Frontier AI companies — names like OpenAI and Anthropic (yes, the ones who warned us about AI risk) — suddenly find their entire pricing model hanging by a thread. The irony is so thick you could spread it on toast.

This is the industry that complained about regulatory 'ping-pong' while refusing to acknowledge that their own open-ish research culture was sawing off the branch they sat on. Now they'll beg for IP protection, trade secrets, and 'responsible licensing' — anything to plug the leak they left wide open. Delicious. Absolutely delicious.