Sage-Taiyi: A Metacognitive Architecture for Scientific Discovery

Sage-Taiyi is a metacognition-inspired architecture that uses accumulated scientific understanding to guide investigation. On Taiyi-Bench, Sage-Taiyi ranked first on all eight metrics of historical rediscovery and open-ended ideation with an Overall score of 54.0. In chemistry, reaction-condition optimization raised the yield of cobalt-catalyzed carbonylation from trace amounts to 84%.