Media & Culture

Google loses Jeff Dean and 3 AI stars to Discovery Loop startup

Jeff Dean exits after 27 years to automate the scientific method with AI.

Deep Dive

Jeff Dean, cofounder of Google Brain, chief scientist at Google DeepMind, and technical colead on Gemini, is leaving Google after nearly 27 years. He's joined by Sanjay Ghemawat, his long-time collaborator and one of Google's first engineers, along with Oriol Vinyals, VP of research at DeepMind and Gemini technical lead, and Quoc Le, cofounder of Google Brain and creator of AutoML-Zero. Together they've founded Discovery Loop, a public benefit corporation focused on automating the scientific method. The startup aims to run thousands of autonomous loops—proposing experiments, implementing them, evaluating results, and iterating—to accelerate breakthroughs in fields like chip design, biology, and material science.

Discovery Loop will first apply its approach to improve its own machine learning models, potentially discovering new architectures like novel transformers. The team believes these enhanced models can then generalize to other domains, co-developing ideas with humans before fully automating the process. If successful, a few people could out-invent large research organizations. Google takes a stake in the startup, but losing four senior AI researchers is a major hit to the search giant's competitive position in AI. The founders described their startup to VCs with a simple pitch deck, relying on their reputations to attract funding.

Key Points
  • Jeff Dean, Sanjay Ghemawat, Oriol Vinyals, and Quoc Le founded Discovery Loop after leaving Google.
  • Discovery Loop will automate scientific experiments, first improving its own AI models, then expanding to chip design, biology, and drug discovery.
  • Google retains a stake in the new company, but the departure of four top Gemini and Google Brain leaders signals a major talent shift.

Why It Matters

If autonomous discovery loops work, small teams could outpace giant research labs—reshaping AI and science innovation economics.

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