对话前DeepMind曹原：AI for Science爆发，一个新时代到来了

Silicon Valley 101 (硅谷101) host Chen Xi talks with Cao Yuan the week Jeff Dean left Google to found Discovery Loop. Cao argues the AI for Science explosion is real but bottlenecked by neither compute nor data: physical-world verification can’t keep pace with model iteration, and inventing genuinely new concepts — the last mile of AGI — may not even be a Turing-computable problem. Along the way: why math and code move faster than biology and materials, automated labs and research agents, and his bet on hybrid LLM-plus-symbolic systems at Unreasonable Labs.