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Introspection CEO Roland Gavrilescu described autoresearch as an outer loop where agents maintain and improve a primary system using feedback signals, evals, and human input. Gavrilescu, formerly at xAI, co-founded Introspection with Julian Bright to build infrastructure for deploying self-improving systems.
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