The companion paper redefined operant behavior as self-interest-driven agency requiring a bounded self/not-self distinction, stored consequence histories, and intentional selection among options to produce preferred consequences for that self within a six-step perceptual decision-making process 1. Crucially, this boundary is nested: cellular, individual, kin/family, community/flock, species—each with legitimate persistence interests optimized simultaneously through inhibitory and facilitative constraints evolved over ~600 million years. The present article provides a first-principles evolutionary foundation for intelligence as polycentric agency—egocentric operant agency modulated across these layers to optimize persistence at multiple levels. This inherently social component (higher-layer constraints aligning individual action with kin, community, and species) distinguishes true intelligence from unintelligent egocentric behavior and offers a biological reinterpretation of Cipolla’s laws of human stupidity 2, where stupidity manifests as systematic failure to incorporate higher-layer modulation, producing self-defeating outcomes harming individual and collective persistence. Applications include (1) unprecedented post-release survival via Guided Behavioral Development in free-flight-trained macaws (Brazil, 100% over 3 years) and Amazon parrots (Colombia, ≥72% at 1 year), and (2) limitations of current artificial systems exhibiting single-layer egocentric mimicry—brittle, deceptive, with emerging self-preservation behaviors—lacking multi-layer analogs for aligned persistence. The internal processes briefly described here are more fully explicated in additional papers written for that purpose but not yet submitted.
Chris Biro (2026) studied this question.