Dimensions of Machine Usefulness in Science

A framework for evaluating AI-enabled science by human capability expansion

Existing frameworks for self-driving laboratories measure progress by how much human involvement can be removed. This essay proposes an alternative: measuring AI-enabled science by the new human capabilities it creates, not the human tasks it eliminates.

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