Category: Information Technology

• 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

• Samenwerking en Ecosystemen

  Deze aanpak van de meeste contracten bestaat uit het uitbesteden van opdrachten zonder bijzondere aandacht aan gestructureerd overlegorganen voor gemeenschappelijke beslissingen. Deze werkwijze is terug te voeren op een inzicht in de geschiedenis van “Near-Decomposability”.Herbert Simon is een van de iconen van Near-Composability, een beheer- en bestuur methodologie, die grondig uitgewerkt is een veelvoud management-methodes.…

  walterstiers

  2022-10-11

  #Cynefin, #Sensemaking, #stakeholder economy, Complexity, Decision Intelligence, Information Technology, Social-Technical, Sustainability

  #DecisionIntelligence, #TheInformationLens, #Wicked

• Rethinking Computational Approaches to the Mind

  Rethinking Computational Approaches to the Mind Fundamental Challenges and Future Perspectives One-day Online Symposium21st October 2022 REGISTER HERE This one-day online event will bring together researchers with expertise in various areas such as complexity science, machine learning & artificial intelligence, information theory & data science, as well as computational/theoretical neuroscience & philosophy to explore different computational approaches…

  walterstiers

  2022-09-08

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

  #HumanAI, #TheInformationLens, #Uncertainty

• The Learning Power of Listening

  Sensemaking is related to the mapping and understanding of entangled complex situations and deciding upon the first best move. This all is best observed through stories and story-telling analysis, like the Cynefin Sensemaker. Oxfam just relesed a great guide “The Learning Power of Listening Practical guidance for using SenseMaker“, showing their use of the method…

  walterstiers

  2022-08-04

  #Cynefin, #Sensemaking, #Wicked, Complexity, Decision Intelligence, Information Technology, Policy, Social-Technical

  #DecisionIntelligence, #TheInformationLens

• 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

• Enhancing human agency through redress in Artificial Intelligence Systems

  […] automation of workflows enabled by AI systems could even go as far as to challenge individual agency, autonomy and active mediation. It is paramount to not only scientifically but also empirically assess new ways to enable active human agency. In terms of policy, […] users lack the means and tools to exercise this agency in the…

  walterstiers

  2022-06-09

  AI, Complexity, Decision Intelligence, Information Technology, Science, Social-Technical

  #DecisionIntelligence, #HumanAI, #Wicked

• Fractal Organization

  A recent BCG article “The Organization of the Future Is Fractal” has a clear description of what John Seely Brown expresses as “we’ve moved from the age of enlightenment to the age of entanglement where sense-making aided by imagination is now more critical than ever.” Over the past 50 years or more, as the global…

  walterstiers

  2022-06-02

  #stakeholder economy, Complexity, Decision Intelligence, Information Technology, Sustainability

  #EconomicBehavior, #StakeholderEconomy, #TheInformationLens

• The Why, How, and When of Representations for Complex Systems

  Complex systems, composed at the most basic level of units and their interactions, describe phenomena in a wide variety of domains, from neuroscience to computer science and economics. The wide variety of applications has resulted in two key challenges: the generation of many domain-specific strategies for complex systems analyses that are seldom revisited, and the…

  walterstiers

  2022-05-20

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

  #DecisionIntelligence, #TheInformationLens, #Wicked

• Digital Twins: Societies are not machines, & optimization is a too narrow approach

  I already did mention the importance of VVUQ when considering operational digital twins. More elaborated is the work from teh ETH Zurich team (Dirk Helbing & Javier Argota Sánchez-Vaquerizo), Digital Twins: Potentials, Limitations, and Ethical Issues. Rather than aiming for perfect digital twins, a predictable future, and total control, one should use computer simulation technology…

  walterstiers

  2022-05-03

  AI, Complexity, Decision Intelligence, Information Technology, Science, Social-Technical, Sustainability

  #DigitalTwin, #HumanAI, #TheInformationLens, #Uncertainty, #Wicked

• Collective Intelligence & information pooling or aggregation

  The review article on “Information aggregation and collective intelligence beyond the wisdom of crowds” describes how collective decision-making is a robust behavioural feature of groups for humans and other gregarious animals. Pooling individual information is also fundamental for modern societies, in which digital technologies have exponentially increased the interdependence of individual group members. Cognitive and…

  walterstiers

  2022-05-03

  #Wicked, Active Inference, AI, Complexity, Decision Intelligence, Information Technology, Social-Technical

  #DecisionIntelligence, #TheInformationLens, #Wicked