Tag: #ActiveInference

• Collective predictive coding

  “Collective predictive coding as model of science: formalizing scientific activities towards generative science” This article proposes a new conceptual framework called collective predictive coding as a model of science (CPC‑MS) to formalize and understand scientific activities. Building on the idea of CPC originally developed to explain symbol emergence, CPC‑MS models science as a decentralized Bayesian…

  walterstiers

  2025-12-08

  #sense-making, Complexity, Creative Thinking, Life Ideas, Practical Wisdom, Science, Social-Technical

  #ActiveInference, #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens, artificial-intelligence, consciousness, philosophy, Science

• The ‘made-up mind’.

  “The ‘made-up mind’. Deriving new hypotheses on delusions from general psychological models of belief maintenance” Highlights Contemporary definitions of delusions highlight their resistance to conflicting evidence as the core feature, but there has been little progress in understanding why even explicit confrontation with contradicting evidence seldom leads to belief revision. This review aims to generate…

  walterstiers

  2025-12-08

  #sense-making, #Wicked, Active Inference, Biology of Information, Decision Intelligence, Life Ideas, Practical Wisdom

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, #Uncertainty, AI, artificial-intelligence, consciousness, philosophy, Science

• Pathfinding: a neurodynamical account of intuition

  Pathfinding: a neurodynamical account of intuition We examine the neurobiology of intuition, a term often inconsistently defined in scientific literature. While researchers generally agree that intuition represents “an experienced-based process resulting in a spontaneous tendency toward a hunch or hypothesis,” we establish a firmer neurobiological foundation by framing intuition evolutionarily as a pathfinding mechanism emerging…

  walterstiers

  2025-08-17

  #sense-making, Active Inference, Biology of Information, Neurobiology/psychology, Science

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, AI, artificial-intelligence, consciousness, mental-health, philosophy

• Resilience phenotypes derived from an active inference account of allostasis

  “Resilience phenotypes derived from an active inference account of allostasis“:Within a theoretical framework of enactive allostasis, we explore active inference strategies for minimizing surprise to achieve resilience in dynamic environments. While individual differences and extrinsic protective factors traditionally account for variability in resilience trajectories following stressor exposure, the enactive model emphasizes the importance of the…

  walterstiers

  2025-05-09

  Active Inference, Biology of Information, Life Ideas, Neurobiology/psychology

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, AI, artificial-intelligence, consciousness, Science

• A Drive to Survive

  “A Drive to Survive: The Free Energy Principle and the Meaning of Life“ How the purposive behavior of living systems outstrips the constraints of the free energy principle. Since 2005, Karl Friston’s proposal that the principle of free energy minimization underpins the purposive behavior of living agents has evolved through thousands of publications. This principle’s central…

  walterstiers

  2025-02-22

  #Sensemaking, Active Inference, Biology of Information, Information Technology, Life Ideas

  #ActiveInference, #DecisionIntelligence, #TheInformationLens

• Is Ockham’s razor losing its edge?

  Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony The preference for simple explanations, known as the parsimony principle, has long guided the development of scientific theories, hypotheses, and models. Yet recent years have seen a number of successes in employing highly complex models for scientific inquiry (e.g., for 3D…

  walterstiers

  2025-01-28

  #Sensemaking, #Wicked, Complexity, Decision Intelligence, Information Technology, Science

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, #Uncertainty, AI, data-science, machine-learning, philosophy, Science

• Contextualizing predictive minds

  “Contextualizing predictive minds” discusses how the structure of human memory seems to be optimized for efficient prediction, planning, and behavior. We propose that these capacities rely on a tripartite structure of memory that includes concepts, events, and contexts—three layers that constitute the mental world model. We suggest that the mechanism that critically increases adaptivity and…

  walterstiers

  2024-12-17

  #sense-making, Active Inference, AI, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Neurobiology/psychology, Policy, Social-Technical

  #ActiveInference, #DecisionIntelligence, #ProblemSolvingMind, #TheInformationLens, AI, artificial-intelligence, machine-learning, psychology

• Bayesian Models of Cognition 

  “Bayesian Models of Cognition Reverse Engineering the Mind” is a new MIT-press Open Access book available for online reading. The definitive introduction to Bayesian cognitive science, written by pioneers of the field. How does human intelligence work, in engineering terms? How do our minds get so much from so little? Bayesian models of cognition provide…

  walterstiers

  2024-11-19

  #sense-making, Active Inference, AI, Biology of Information, Complexity, Decision Intelligence, Neurobiology/psychology, Science

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens, AI, artificial-intelligence, data-science, machine-learning, statistics

• Narrative as active inference

  “Narrative as active inference: an integrative account of cognitive and social functions in adaptation“:While the ubiquity and importance of narratives for human adaptation is widely recognized, there is no integrative framework for understanding the roles of narrative in human adaptation. Research has identified several cognitive and social functions of narratives that are conducive to well-being…

  walterstiers

  2024-10-13

  Active Inference, Decision Intelligence, Information Technology, Social-Technical

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, education, marketing, philosophy, storytelling, writing

• Nature heals

  “Nature heals: An informational entropy account of self-organization and change in field psychotherapy“Highlights This paper reviews biophysical models of psychotherapeutic change based on synergetics and the free energy principle. These models suggest that introducing sensory surprise into the patient-therapist system can lead to self-organization and the formation of new attractor states, disrupting entrenched patterns of…

  walterstiers

  2024-10-13

  Active Inference, Biology of Information, Complexity, Life Ideas, Neurobiology/psychology

  #ActiveInference, #DecisionIntelligence, #ProblemSolvingMind, #TheInformationLens, consciousness, mental-health, philosophy, psychology, spirituality