Jeff Dean's Team Proposes Automating the Scientific Experimental Loop as New AI Paradigm

tkasasagi · x · 2026-08-06

Google Chief Scientist Jeff Dean and his founding team outlined their core vision: driving AI development through an automated experimental loop. They plan to initially focus on ML research and engineering before expanding to other scientific and engineering disciplines.

hardmaru, co-founder of Sakana AI, strongly echoed this sentiment. He believes that bringing the AI Scientist into a loop of recursive self-improvement will be the next major paradigm shift in AI beyond building large foundation models, profoundly altering the field's trajectory.

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