Category: Information Technology

• 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

• Complexity, Entropy & the Physics of Information

  The specter of information is haunting sciences. With these words, Wojciech H. Zurek invited fellow scientists to attend the 1989 Santa Fe Institute workshop on which this proceedings volume is based. Thermodynamics, statistical mechanics, the quantum theory of measurement, the physics of computation, dynamical systems, molecular biology, and computer science — information remains central to the…

  walterstiers

  2023-07-13

  Biology of Information, Information Technology, Science

  #PhysicsOfInformation, #Wicked

• Some Advise on AI (research)

  “Look for somewhere that you think everybody’s doing it wrong.” Geoffrey Hinton Pioneering artificial-intelligence researcher Geoffrey Hinton, who quit his job at Google so he can speak freely about the dangers of the technology, says young researchers should trust their intuition to find alternative ways of doing things. (University of Toronto video | 46 min…

  walterstiers

  2023-06-30

  #sense-making, AI, Decision Intelligence, Information Technology, Life Ideas, Science, Social-Technical

  #DecisionIntelligence, #TheInformationLens

• AI can distort human beliefs

  Without a zone of uncertainty plus other troubling features, generative AI is poised to amplify bias and falsehoods, distort human perception. Individual humans form their beliefs by sampling a small subset of the available data in the world. Once those beliefs are formed with high certainty, they can become stubborn to revise. Fabrication and bias…

  walterstiers

  2023-06-23

  #Sensemaking, AI, Complexity, Information Technology, Science

  #HumanAI, #TheInformationLens

• Symmetry–simplicity–complexity

  A number of (the 15) contributions to a theme issue ‘Making and breaking symmetries in mind and life’ have some interest to be referred. Symmetry is a motif featuring in almost all areas of science. Symmetries appear throughout the natural world, making them particularly important in our quest to understand the structure of the world…

  walterstiers

  2023-04-16

  #Wicked, Complexity, Information Technology, Science

  #emergence, #TheInformationLens, #Wicked

• 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

• Interprofessional sense-making

  Medical Emergency Departments serve as a main entry point for patients into hospitals, and the team, the core of which is formed by doctors and nurses needs to make sense of and respond to the constant flux of information. This requires sense-making, communication, and collaborative operational decision-making. The study’s main aim was to explore how…

  walterstiers

  2023-04-06

  #Cynefin, #sense-making, Complexity, Information Technology, Social-Technical

  #DecisionIntelligence, #TheInformationLens

• Resemblance to reAIlity …

  Questioner: How much will LLM impact human activity?Answer: Hmmm, the oncoming singularity?Q: YesA: Try … Tudor’s Graph. Q: What’s the data behind this?A: Seriously? Ok, let me make it clearer …

  walterstiers

  2023-03-28

  #sense-making, AI, Information Technology, Innovation Games

  #HumanAI, #TheInformationLens

• Perceived time & heartbeat

  This blog entry about the Current Biology article “Perceived time expands and contracts within each heartbeat” relates perfectly to my previous blog on “cardiac activity: its role in perception and action“ Perception of passing time can be distorted. Emotional experiences, particularly arousal, can contract or expand experienced duration via their interactions with attentional and sensory…

  walterstiers

  2023-03-20

  Biology of Information, Complexity, Information Technology, Neurobiology/psychology

  #emergence, #TheInformationLens, #Wicked

• How Occam’s razor guides human decision-making

  A rather complex but very interesting article was published @PennLibraries and (somewhat more recent) @bioRXiv But for those who want to understand by a lecture, I can recommend the Simons Faoundation lecture from Joshua Gold (also available on Youtube: How Occam’s Razor Guides Human and Machine Decision-Making) Occam’s razor is the principle stating that, all…

  walterstiers

  2023-03-03

  #Wicked, AI, Complexity, Decision Intelligence, Information Technology, Neurobiology/psychology, Science

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

• A map is not the territory it represents, but…

  I quote one of the key ideas of my activities, as stated bij Korzybski: A map is not the territory it represents, but, if correct, it has a similar structure to the territory, which accounts for its usefulness Korzybski, “Science and sanity: An introduction to non-Aristotelian systems and general semantics.“ This post is created to…

  walterstiers

  2023-03-03

  #Sensemaking, #Wicked, Complexity, Creative Thinking, Decision Intelligence, Information Technology, Science, Social-Technical

  #emergence, #ProblemSolvingMind, #TheInformationLens

• Size and Weight

  I already referred to “You Are Not Expected to Understand This”, in which two chapters refer to space & information correctness: This book was meant to be a review of the human stories behind programming, enabling those of us who don’t think much about code to recognize its importance, and those who work with it every…

  walterstiers

  2023-02-23

  #Sensemaking, Information Technology, Science

  #TheInformationLens

• Brain-Behavior relationships

  “Improving the study of brain-behavior relationships by revisiting basic assumptions” discusses how scientific communities tacitly agree on assumptions about what exists (called ontological commitments), what questions to ask, and what methods to use. All assumptions are firmly rooted in a philosophy of science that need not be acknowledged or discussed but is practiced nonetheless. In…

  walterstiers

  2023-02-21

  #Sensemaking, Biology of Information, Complexity, Information Technology, Life Ideas, Neurobiology/psychology, Science

  #ProblemSolvingMind, #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

• As a human it would be quite easy to spot

  Man beats machine at Go in human victory over AI A human player has comprehensively defeated a top-ranked AI system at the board game Go, in a surprise reversal of the 2016 computer victory that was seen as a milestone in the rise of artificial intelligence. Kellin Pelrine beat the machine by taking advantage of…

  walterstiers

  2023-02-19

  #Sensemaking, #Wicked, AI, Complexity, Information Technology

  #HumanAI, #ProblemSolvingMind, #TheInformationLens

• “You Are Not Expected to Understand This”

  When starting my professional career in IT, I got close to the holy grale of the UNIX source code, well known for the most striking comment in IT history. “You Are Not Expected to Understand This”. Few of us give much thought to computer code or how it comes to be. The very word “code”…

  walterstiers

  2023-02-10

  #Wicked, Information Technology, Science, Social-Technical

• ATTENTION: “What You Know is What You See.” & you can change both…

  Attending is a cognitive process that incorporates a person’s knowledge, goals, and expectations. What we perceive when we attend to one thing is different from what we perceive when we attend to something else. Yet, it is often argued that attentional effects do not count as evidence that perception is influenced by cognition. Two arguments…

  walterstiers

  2023-01-09

  #Sensemaking, Biology of Information, Complexity, Creative Thinking, Information Technology, Neurobiology/psychology, Social-Technical

  #Analogy, #DecisionIntelligence, #TheInformationLens, #Wicked

• Stats don’t show enough

  Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing has some great figures I want to share. They show datasets which are identical over a number of statistical properties, yet produce dissimilar graphs, are frequently used to illustrate the importance of graphical representations when exploring data. As a geo-scientists,…

  walterstiers

  2023-01-04

  Information Technology, Science

  #TheInformationLens, #Uncertainty

• Language influences perception and concept formation

  A neurobiologically constrained model of semantic learning in the human brain was used to simulate the acquisition of concrete and abstract concepts, either with or without verbal labels. Concept acquisition and semantic learning were simulated using Hebbian learning mechanisms. The network’s category learning performance is defined as the extent to which it successfully: (i) grouped…

  walterstiers

  2023-01-02

  Information Technology, Neurobiology/psychology

  #DecisionIntelligence

• “CAUSEME” to benchmark causal methods

  The heart of the scientific enterprise is a rational effort to understand the causes behind the phenomena we observe. In large-scale complex dynamical systems such as the Earth system, real experiments are rarely feasible. However, a rapidly increasing amount of observational and simulated data opens up the use of novel data-driven causal methods beyond the…

  walterstiers

  2023-01-02

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

  #CausalMethod, #EarthScience, #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

• Statistical inference links data and theory in network science

  The number of network science applications across many different fields has been rapidly increasing. Surprisingly, the development of theory and domain-specific applications often occur in isolation, risking an effective disconnect between theoretical and methodological advances and the way network science is employed in practice. . In this work, we will focus on three intimately related…

  walterstiers

  2022-11-29

  Complexity, Information Technology, Science

  #TheInformationLens

• Information theory: A foundation for complexity science

  Amos Golan and John Harte published a perspective paper, consolidating the insights and research on knowledge and models from incomplete information in complex environments, based on MaxEnt Modeling and inference are central to most areas of science and especially to evolving and complex systems. Critically, the information we have is often uncertain and insufficient, resulting…

  walterstiers

  2022-11-29

  Complexity, Information Technology, Science

  #EconomicBehavior, #TheInformationLens, #Uncertainty

• 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