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Innovation is search, and measurements decide the game
Most innovation is recombining operations we already have, the region a search can actually reach. But search only works over operations and observables you expose to it. Auto-research is not just about giving agents more tools. It is about designing the unit operations, the observables, and the verifier so that scientific research becomes searchable.