Discovery Loop, the AI startup founded by Jeff Dean, former chief scientist at Google, is targeting a valuation of approximately $50 billion, a dramatic jump from the $10 billion it aimed for in August 2026. The company seeks to automate the experimental discovery cycle by enabling thousands of parallel experiments in fields such as machine learning, drug discovery, and materials science. It is structured as a Delaware public benefit corporation and has secured backing from major investors including Radical Ventures, Khosla Ventures, Lightspeed, Kleiner Perkins, Doerr Capital, and Alphabet. With 19 US decacorns in 2026, the current pace could surpass the record of 22 set in 2021.
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