Cognitive Glues Are Shared Models of Relative Scarcities: The Economics of Collective Intelligence DOI Open Access

B. Lyons,

Michael Levin

Опубликована: Ноя. 7, 2024

Collective intelligence refers to emergent problem-solving capacities that are different than those of the system’s subunits. Due plethora multi-scale systems within nature and society, it is imperative understand interaction policies necessary sufficient for subunits form collective intelligences. The economy a complex system consisting autonomous elements at multiple scales which exhibits adaptive capabilities, suggesting offers an interesting important example intelligence. We identify price as cognitive glue works coordinate by acting affordance allows members use plans mutually compatible with every other member economy. Using existing framework Watson Levin [1] we elaborate on various aspects make useful model argue any must solve same kind problem solves in broadly way it, thus serves generic template or abstract all glues. Finally, describe some research ideas combine concepts from biology economics hopes inspiring interdisciplinary collaboration.

Язык: Английский

Agency, Goal-Directed Behavior, and Part-Whole Relationships in Biological Systems DOI Creative Commons
Richard A. Watson

Biological Theory, Год журнала: 2023, Номер 19(1), С. 22 - 36

Опубликована: Ноя. 8, 2023

Abstract In this essay we aim to present some considerations regarding a minimal but concrete notion of agency and goal-directed behavior that are useful for characterizing biological systems at different scales. These particular perspective, bringing together concepts from dynamical systems, combinatorial problem-solving, connectionist learning with an emphasis on the relationship between parts wholes. This perspective affords ways think about agents quantifiable, relevant important issues. Instead advocating strict definition minimally agential characteristics, focus how (even modest agency) system can be more than sum its parts. We quantify in terms problem-solving competency respect resolution frustrations requires sense delayed gratification, i.e., taking trajectories forego short-term gains (or sustain stress or frustration) favor long-term gains. order belong (rather given by construction design), it involve distributed systemic knowledge is acquired through experience, changes organization relationships among (without presupposing system-level reward function such changes). conception helps us which cells, organisms, perhaps other scales, (i.e., their parts) quantifiable sense, without denying whole depends behaviors current organization.

Язык: Английский

Процитировано

7

Cognitive Glues Are Shared Models of Relative Scarcities: The Economics of Collective Intelligence DOI Open Access

B. Lyons,

Michael Levin

Опубликована: Ноя. 7, 2024

Collective intelligence refers to emergent problem-solving capacities that are different than those of the system’s subunits. Due plethora multi-scale systems within nature and society, it is imperative understand interaction policies necessary sufficient for subunits form collective intelligences. The economy a complex system consisting autonomous elements at multiple scales which exhibits adaptive capabilities, suggesting offers an interesting important example intelligence. We identify price as cognitive glue works coordinate by acting affordance allows members use plans mutually compatible with every other member economy. Using existing framework Watson Levin [1] we elaborate on various aspects make useful model argue any must solve same kind problem solves in broadly way it, thus serves generic template or abstract all glues. Finally, describe some research ideas combine concepts from biology economics hopes inspiring interdisciplinary collaboration.

Язык: Английский

Процитировано

0