Three novel approaches for measuring AI performance

The article proposes new measurement frameworks in three dimensions—diversity, impact on the human mind, and social benefit—to assess artificial intelligence's human-like capabilities and societal impacts beyond the Turing test, emphasizing the need for scientifically grounded evaluation to guide AI safely and sustainably.