Category: Active Inference

• Social and Affective Neuroscience of Everyday Human Interaction

  I found – rather serendipitous – this recent, open access and very interesting book “Social and Affective Neuroscience of Everyday Human Interaction“, edited by Springer 2023. This Open Access book presents the current state of the art knowledge on social and affective neuroscience based on empirical findings. Some highlights as appetiser: Molecular Imaging of the…

  walterstiers

  2023-05-09

  #Sensemaking, #Wicked, Active Inference, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Design Thinking, Life Ideas, Neurobiology/psychology, Science, Walking

  #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Bayesian Nonlinear Models

  The review article Bayesian Nonlinear Models for Repeated Measurement Data gives a valuation of the use for the Bayesian Model to solve complex problems. Nonlinear mixed effects models have become a standard platform for analysis when data is in the form of continuous and repeated measurements of subjects from a population of interest, while temporal…

  walterstiers

  2023-04-15

  Active Inference, Complexity, Decision Intelligence, Information Technology

  #ActiveInference, #DecisionIntelligence, #emergence, #TheInformationLens, #Wicked

• Small steps

  Small steps for mankind: Modeling the emergence of cumulative culture from joint active inference communication discusses a testable deep active inference formulation of social behavior and accompanying simulations of cumulative culture in two steps: First: cast cultural transmission as a bi-directional process of communication that induces a generalized synchrony (operationalized as a particular convergence) between…

  walterstiers

  2023-03-28

  #sense-making, #stakeholder economy, #Wicked, Active Inference, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Design Thinking, Neurobiology/psychology, Policy, Science, Social-Technical

  #ActiveInference, #DecisionIntelligence, #emergence, #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Cardiac activity: its role in perception and action

  Patterns of cardiac activity continuously vary with environmentaldemands, accelerating or decelerating depending on circumstances. Simultaneously, cardiac cycle affects a host of higher-order processes, where systolic baroreceptor activation largely impairs processing. However, a unified functional perspective on the role of cardiac signal in perception and action has been lacking. — Patterns of cardiac activity continuously vary…

  walterstiers

  2023-03-17

  Active Inference, Biology of Information, Decision Intelligence, Neurobiology/psychology

  #ActiveInference, #TheInformationLens

• The Art of Abduction 

  Abductive reasoning typically begins with an incomplete set of observations and proceeds to the likeliest possible explanation for the set. Abductive reasoning yields the kind of daily decision-making that does its best with the information at hand, which often is incomplete. A medical diagnosis is an application of abductive reasoning: given this set of symptoms,…

  walterstiers

  2023-02-21

  #Sensemaking, Active Inference, Complexity, Decision Intelligence, Information Technology, Science

  #DecisionIntelligence, #ProblemSolvingMind, #TheInformationLens

• Wouter inspired me to (re)act

  The most valuable communication happens in informal and unpredictable ways. (Most organizational charts are an illusion…) Wouter,je uitspraak is zowel waar als relevant. De meeste bedrijven baseren zich nog steeds op de near-composability van H. Simon, een organisatiemodel dat werkt, maar alleen voor korte-termijn doelstellingen. Een bedrijf is  complexer dan wat near-composability kan aanreiken. “no…

  walterstiers

  2022-12-09

  #Cynefin, #Sensemaking, #stakeholder economy, #Wicked, Active Inference, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Design Thinking, Life Ideas, Neurobiology/psychology, Social-Technical

  #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens, #Wicked

• Prediction: multi-scale pattern completion of the future

  The notion of the brain as a prediction machine has been extremely influential and productive in cognitive sciences.One prominent framework is of a “Bayesian brain” that explicitly generates predictions and uses resultant errors to guide adaptation. The prediction-generation component of this framework may involve little more than a pattern completion process. Brain-like systems can get…

  walterstiers

  2022-12-07

  #Sensemaking, Active Inference, AI, Biology of Information, Neurobiology/psychology

  #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Designing Ecosystems of Intelligence from First Principles

  Karl Friston joins VERSES as Chief Scientist to Lead New Era in Artificial Intelligence.VERSES published its research paper to arxiv.org to explore the applications and implications of Active Inference on the future of Artificial Intelligence. “Designing Ecosystems of Intelligence from First Principles” lays out a vision of research and development in the field of artificial intelligence…

  walterstiers

  2022-12-07

  #Sensemaking, Active Inference, AI, Decision Intelligence, Information Technology

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens

• It all comes together in a perfect storm :: “Keep it Simple”

  Three different levels of information processing show a remarkable alignment. They all are guided by similar principles, which do map and overlap.Let me briefly summarize them: First:Active Inference , a sentient behaviour theory, builds on the free energy principle. FEP implies a coupling between the internal and external states of a system that is symmetric:…

  walterstiers

  2022-11-14

  #Cynefin, #Sensemaking, Active Inference, AI, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Information Technology, Life Ideas, Neurobiology/psychology, Science, Social-Technical

  #ActiveInference, #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens, #Uncertainty, #Wicked

• Beliefs and Inference

  Beliefs are propositions about the true states of the world.Active inference—a process theory based on the free energy principle—describes how an agent forms and updates beliefs.The active inference framework posits that the agent (i) observes the world, (ii) infers the causes of the observations, and (iii) forms beliefs about the external states of the world.…

  walterstiers

  2022-11-07

  #Sensemaking, Active Inference, Biology of Information, Decision Intelligence, Neurobiology/psychology

  #ActiveInference, #DecisionIntelligence, #TheInformationLens