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Top AI researchers Jeff Dean and colleagues are launching Discovery Loop to automate scientific experimentation through recursive self-improvement loops. This venture aims to bypass traditional sequential human iteration by scaling experimental processes with advanced algorithms, potentially accelerating the creation of more powerful AI systems. The initiative represents a significant shift from internal research labs toward independent commercialization of high-impact machine learning applications for science.