Category: Active Inference

• Interoception and Active Inference for mental health

  Interoception refers to the process by which the nervous system senses and integrates signals originating from within the body, providing a momentary mapping of the body’s internal landscape and its relationship to the outside world. Active inference is based on the premise that afferent sensory input to the brain is constantly shaped and modified by…

  walterstiers

  2023-11-17

  #Sensemaking, #Wicked, Active Inference, Biology of Information, Complexity, Decision Intelligence, Life Ideas, Neurobiology/psychology

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

• Conceptual Bootstrapping (human cognition)

  To tackle a hard problem, it is often wise to reuse and recombine existing knowledge. Such an ability to bootstrap enables us to grow rich mental concepts despite limited cognitive resources. This article presents a computational model of conceptual bootstrapping. This model uses a dynamic conceptual repertoire that can cache and later reuse elements of…

  walterstiers

  2023-10-31

  #Sensemaking, #Wicked, Active Inference, Biology of Information, Information Technology, Neurobiology/psychology

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

• Puzzled …? – Consider the Bayesian brain hypothesis!

  Dysfunctional breathing disorder(s) (DBD) is an umbrella term for a set of poorly distinguishable clinical conditions including the most emblematic and anciently known hyperventilation syndrome. DBD affects in a variable proportion (between 5 and 35%) both adults and children, with a highly negative impact on health-related quality of life. DBD is consensually considered as a…

  walterstiers

  2023-10-30

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

  #ActiveInference, #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Bayesian models of perception and action (free e-book)

  Bayesian models of perception and action An introduction By Wei Ji Ma, Konrad Kording, and Daniel Goldreich An accessible introduction to constructing and interpreting Bayesian models of perceptual decision-making and action. Many forms of perception and action can be mathematically modeled as probabilistic — or Bayesian — inference, a method used to draw conclusions from…

  walterstiers

  2023-10-09

  Active Inference, Biology of Information, Decision Intelligence, Life Ideas

  #ActiveInference, #DecisionIntelligence, #ProblemSolvingMind, #TheInformationLens

• Evolution of cognitive biases

  Peter S. Park published a very interesting research on decisions and inference: “The evolution of cognitive biases in human learning”. Some text snippets I like to share: Cognitive biases like underinference, the hard-easy effect, and recurrently non-monotonic confidence are evolutionarily puzzling when viewed as persistent flaws in how people learn from environmental feedback. To explain…

  walterstiers

  2023-09-04

  #sense-making, #Sensemaking, Active Inference, Biology of Information, Complexity, Life Ideas, Neurobiology/psychology, Social-Technical

  #DecisionIntelligence, #TheInformationLens

• Conducting unveiled

  “Conducting unveiled: Sharing Simon Rattle’s Vision through Revolutionary EyeTracking Glasses” is a wonderfull story, I would like to share. “Split second shifts give the conductor and musicians a chance to anticipate the next move, but on a much larger, integrally collective scale.” This story brings together some together some topics already touched before, like conducting…

  walterstiers

  2023-08-27

  #sense-making, Active Inference, Biology of Information, Complexity, Information Technology, Innovation Games, Life Ideas, Neurobiology/psychology, Science, Social-Technical

  #DecisionIntelligence, #emergence, #TheInformationLens

• Design for Well-Being and Sustainability

  Design for Well-Being and Sustainability: A Conceptual Framework of the Peer-to-Peer Sharing and Reuse Platform in the Circular Economy investigates how to infuse well-being components into the circular economy. Based on the literature review, it organized and analyzed the extant evidence of related well-being-based research to develop an ecosystem model of a sustainable product–service system…

  walterstiers

  2023-08-06

  #sense-making, Active Inference, AI, Biology of Information, Complexity, Decision Intelligence, Information Technology, Life Ideas, Neurobiology/psychology, Policy, Science, Social-Technical

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

• “Fitness” Beats “Truth”

  The “Fitness-Beats-Truth Theorem” provides a quantitative measure of the extent to which the fitness-only strategy dominates the truth strategy, and of how this dominance increases with the size of the perceptual space. The FBT Theorem supports the Interface Theory of Perception. The Interface Theory of Perception is discussed and described in detail in 2015 by…

  walterstiers

  2023-07-23

  #sense-making, #Wicked, Active Inference, Biology of Information, Life Ideas, Neurobiology/psychology

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, #Wicked

• The Physics of Survival

  Please enjoy the fascinating discussion of the free energy principle with Dr. Maxwell Ramstead, a leading thinker exploring the intersection of math, physics, and philosophy and Director of Research at VERSES. The 2 hour discussion includes great details on FEP. The FEP was proposed by renowned neuroscientist Karl Friston, this principle offers a unifying theory…

  walterstiers

  2023-07-17

  Active Inference, AI, Biology of Information, Decision Intelligence, Information Technology, Life Ideas, Neurobiology/psychology, Science, Uncategorized

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens

• Decoding reward–curiosity conflict in decision-making from irrational behaviors

  Humans and animals are not always rational. “Decoding reward–curiosity conflict in decision-making from irrational behaviors” discusses the fact humans not only rationally exploit rewards but also explore an environment owing to their curiosity. However, the mechanism of such curiosity-driven irrational behavior is largely unknown. The article develops a decision-making model for a two choice task…

  walterstiers

  2023-05-19

  #Sensemaking, Active Inference, Biology of Information, Creative Thinking, Decision Intelligence, Life Ideas, Neurobiology/psychology

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens

• Creativity in Motion

  Some publications related to this topic: Embodiment and Human Development It is becoming increasingly accepted that the study of cognitive, social, and emotional processes must account for the embodiment of these processes in living, acting people. Within cognitive science, how bodily factors play a role in mental life is often considered through the lens of…

  walterstiers

  2023-05-09

  #sense-making, #Sensemaking, Active Inference, Biology of Information, Decision Intelligence, Life Ideas, Neurobiology/psychology, Science, Uncategorized

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

• 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

• Conscious Body (&Mind) A lecture given by Deric

  Derics Brownds published a summary of a recent lecture on his website The start of the lecture is setting a very important message I’ve learned about work that has shown, in just the past 10-15 years, that much of what we thought we knew about how our minds work isn’t quite right, our commonsense notions,…

  walterstiers

  2022-10-25

  Active Inference, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Neurobiology/psychology, Social-Technical

  #DecisionIntelligence, #TheInformationLens

• Exploite to explore mentation while growing old

  Changes in cognition, affect, and brain function combine to promote a shift in the nature of mentation in older adulthood, favoring exploitation of prior knowledge over exploratory search as the starting point for thought and action. In humans, the exploration versus exploitation trade-off has been extensively studied in young adults. Yet there is growing evidence that the determinants and…

  walterstiers

  2022-07-03

  Active Inference, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Life Ideas, Neurobiology/psychology

  #DecisionIntelligence, #Ecosystem, #ProblemSolvingMind, #TheInformationLens

• task-related information and form functional networks encode both sensory input and behavioral choice.

  Cortical processing of task-relevant information enables recognition of behaviorally meaningful sensory events. How task-related information is represented within cortical networks by the activity of individual neurons and their functional interactions was investigates. A subset of neurons transiently encode sensory information used to inform behavioral choice. These neurons form functional networks in which information transmits sequentially.…

  walterstiers

  2022-06-02

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

  #ProblemSolvingMind, #TheInformationLens