Tag: #ActiveInference

• 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

• 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

• 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

• Beslissen: FEP, AI, Bayes

  “We sample the world to ensure our predictions become a self-fulfilling prophecy.” Karl Friston De beslissingswetenschappen en neurowetenschappen werden recent verrijkt door het principe van vrije energie (Free Energy Principle / FEP) van Karl Friston. FEP is misschien wel het meest allesomvattende idee sinds de theorie van natuurlijke selectie van Charles Darwin. Samenvattend is het…

  walterstiers

  2022-10-11

  AI, Biology of Information, Complexity, Decision Intelligence, Information Technology, Life Ideas, Neurobiology/psychology, Uncategorized

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

• Begin with the decision-maker

  I enjoyed the article “The first step in AI might surprise you” on AI, ML, Data Science from Cassie so much, I decided to steal some quotes: Leaders, figure out who’s calling the shots. If it’s you, then let’s designate you “The Decision-Maker“ for this project. Otherwise, delegate the position to someone else and ask them to read the…

  walterstiers

  2022-08-31

  #Sensemaking, AI, Complexity, Decision Intelligence

  #ActiveInference, #DecisionIntelligence, #HumanAI, #ProblemSolvingMind

• Supporting sensemaking and decisions with scientific evidence

  If you have the opportunity to work on a complex problem, including change at the technical, organizational and governance/policy level of a rather complicated environment, you can considered to be lucky to start with the insights from the Cynefin farmework, developed by Dave Snowden. Recent evolution of this framework include “Entanglement“, liminality and the great…

  walterstiers

  2022-08-03

  #Cynefin, #Sensemaking, #Wicked, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Design Thinking, Information Technology, Neurobiology/psychology, Policy, Science, Social-Technical, Uncategorized

  #ActiveInference, #Cynefin, #DecisionIntelligence, #ProblemSolvingMind, #Sensemaking, #TheInformationLens, #Uncertainty, #Wicked

• 9 out of 10 fail, but ACM and AIT might help… recalibrating/updating stress responsivity patterns

  Future-Proofing Startups: Stress Management Principles Based on Adaptive Calibration Model and Active Inference Theory Adaptive Calibration Model (ACM) and Active Inference Theory (AIT) are related to future-proofing startups. – ACM encompasses the allocation of energy by the stress response system to alternative options for action, depending upon individuals’ life histories and changing external contexts. –…

  walterstiers

  2021-12-29

  Active Inference, Complexity, Decision Intelligence, Life Ideas

  #ActiveInference, #DecisionIntelligence, #TheInformationLens, #Uncertainty, #Wicked

• Friston: The Genius Neuroscientist Who Might Hold the Key to True AI, WIRED says.

  Karl Friston’s free energy principle might be the most all-encompassing idea since Charles Darwin’s theory of natural selection. But to understand it, you need to peer inside the mind of Friston himself. Wired has a great article on this idea and researcher.Some inspiring exerpts and quotes: He realized that [it] had no larger purpose, at…

  walterstiers

  2021-07-05

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

  #ActiveInference, #HumanAI, #ProblemSolvingMind