YC's Garry Tan says do nothing about AI model distillation

Y Combinator CEO Garry Tan says the United States should do nothing about Chinese labs distilling frontier AI models. He said it at Demo Day, and floated that "there should be an American distillation regime," according to CNBC.

Tan's comments are one accelerator CEO talking on the record. They are not a government policy change.

Distillation means using the outputs of a more capable model to train a smaller one. Anthropic has accused Chinese firms including Moonshot AI, DeepSeek, and MiniMax of the practice. OpenAI has alleged that DeepSeek V3 and R1 were distilled from GPT-4 and GPT-4o.

The same week, the NSA, CISA, and FBI released a cybersecurity advisory warning on distillation, already covered as the CISA China AI distillation advisory. Tan's Demo Day view sits against those illicit-distillation claims.

He told CNBC he wants an equilibrium: frontier labs keep a price premium so their business stays fundable, while open-weight models stay widely accessible. He called that balance a tightrope.

TechCrunch said he is not advocating stolen credentials. He wants legitimate front-door access, arguing labs should not dictate what customers do with model outputs, and noting that frontier labs trained on broad public data without IP permission. The nightmare he named is one monolithic company that runs away with frontier AI.

Near-term risks he prioritizes are cybersecurity and, as CNBC reported that week, Anthropic blocking Claude for five foreign-scientist pathogen cases. Job loss he sees as decades away. Of the 196 startups presenting at that Demo Day, 149 were categorized as machine-learning and AI.

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