AI Moves From Benchmarks Into the Scientific Decision Loop

Fresh examples in pathology, lunar science, and materials discovery show AI shifting from a tool researchers query to an active participant in the workflow.

The story that AI is 'starting to move beyond benchmarks' gained concrete examples this week. @Goeun_6121 pointed to the CRISP pathology model, a NASA and IBM lunar foundation model, and MatBrain — which combined models to generate 30,000 catalyst structures. The common thread is AI entering the decision loop rather than sitting outside it as a lookup tool.

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