Beyond AGI: The Rise of Adaptable AI

Definitions of Artificial General Intelligence coalesce around differing priorities-spanning learning and adaptability versus performance, and universal capability versus human-centric application-clustering into three distinct approaches: Adaptive Generalists prioritizing efficient learning in open environments, Cognitive Mirrors focused on replicating broad human cognitive skills, and Economic Engines emphasizing practical value within specific tasks, with Superhuman Adaptable Intelligence representing the apex of adaptable systems capable of excelling across all domains.

A new vision for artificial intelligence prioritizes rapid task mastery and specialization over human-level imitation, potentially unlocking capabilities far beyond our own.