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Business Insider says AI distillation threatens frontier-lab profits

Business Insider reports that model distillation has become a flashpoint because it can replicate expensive frontier-model capabilities cheaply.

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Business Insider reports that AI model distillation has grown from a normal research technique into a business-model threat for frontier labs. The story says OpenAI, Anthropic, and Google are worried that rivals can train cheaper models from frontier-model outputs, including through overseas proxy services. It also notes that broad crackdowns could hurt smaller labs and push developers toward open-source alternatives.

Key details: Distillation trains one model from another model's outputs, Frontier labs worry the technique can erode returns on expensive models, Proxy services and transfer stations make enforcement difficult.

Why it matters: Distillation is becoming a core economic and policy fight because it changes how defensible frontier-model margins may be.

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