Garry Tan tells AI's accusers to relax — 'I would do nothing' about distillation
Y Combinator CEO Garry Tan says he would "do nothing" about Chinese labs distilling American frontier models — a direct counter to the loudest story in AI right now. Speaking with CNBC at YC's Demo Day, Tan argued the right goal for a regulator isn't blocking distillation but striking a balance where open-weight models keep giving people "freedom and access" while frontier models keep a price premium that funds their research. "If I were a regulator, that's what I would go after," he said, while admitting the balance is "a tightrope."
The timing makes the heresy sharp. Anthropic's threat-intelligence report this week accused Alibaba, Moonshot AI, and DeepSeek of distilling Claude at scale — routing millions of user queries through "transfer stations" outside China — and on Tuesday the NSA, CISA, and FBI issued an official advisory warning that China-based AI companies are distilling US frontier models. OpenAI, for its part, has long claimed DeepSeek's V3 and R1 architectures were distilled from GPT-4 and GPT-4o. Tan's counterargument is the copyright kettle calling the pot black: the training data behind those frontier models is itself the subject of lawsuits, from The New York Times's case against OpenAI and Microsoft to the book authors' $1.5 billion settlement with Anthropic.
His second act is a broader plea to separate "science fact from science fiction" — pushing back on the doom narrative that went viral this week after researcher Jacob Coxon warned AI could "kill us all by the end of the decade." Tan sees cybersecurity as the imminent risk worth engineering against, treats AI job displacement as decades out, and notes that of the 196 startups at this Demo Day, 149 are AI companies. The take: Silicon Valley's most powerful startup kingmaker just said the quiet part loud — the distillation panic is partly a moat strategy, and the ecosystem that actually builds things isn't scared of it. Whether regulators treat that as wisdom or self-interest will shape how the US answers China's open-weight push.
What to watch: whether the NSA/CISA/FBI advisory translates into actual policy on model distillation — or whether Tan's "American distillation regime" framing starts winning the argument.
If your startup's entire edge can be distilled by a rival's next release, does Garry Tan's "do nothing" still sound right? Tell us in the comments.
Sources: CNBC · NSA press release · CNBC video interview
