Tag: #HumanAI

• what felt like a communication problem is a thinking problem

  “Betting blind on AI and the scientific mind” Our brains when we stop writing Writing is, for many, a way of thinking. Using chatbots to bypass the struggle to articulate thoughts might erode a scientist’s capacity for creativity and critical thinking, writes science-communication educator and neuroscientist Tim Requarth. The evidence either way is, so far,…

  walterstiers

  2026-02-28

  Science, Creative Thinking, Complexity, AI, Life Ideas, Social-Technical, #Sensemaking

  #DecisionIntelligence, #HumanAI, #TheInformationLens

• Intuitive insight: Fast associative processes drive sound creative thinking

  “Intuitive insight: Fast associative processes drive sound creative thinking” Convergent thinking, the ability to find a single optimal solution to a well-defined problem, is considered a core component of creativity, and is often assumed to rely on controlled, deliberative processes. We tested this assumption using the Compound Remote Associates (CRA) test, where participants have to…

  walterstiers

  2026-01-09

  #sense-making, Biology of Information, Complexity, Creative Thinking, Decision Intelligence, Neurobiology/psychology, Practical Wisdom

  #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Something Disturbing Happens … With ChatGPT

  “Something Disturbing Happens When You “Learn” Something With ChatGPT” (Text and image are from the original article) ChatGPT and other AI chatbots are replacing the search engine. Instead of letting you suffer the laborious task of looking up sources of information, these powerful large language models will simply concoct an answer for you, with the…

  walterstiers

  2025-12-16

  #Sensemaking, AI, Complexity, Creative Thinking, Decision Intelligence, Information Technology, Practical Wisdom, Science, Social-Technical

  #DecisionIntelligence, #HumanAI, #TheInformationLens, AI, artificial-intelligence, chatgpt, openai, technology

• Collective predictive coding

  “Collective predictive coding as model of science: formalizing scientific activities towards generative science” This article proposes a new conceptual framework called collective predictive coding as a model of science (CPC‑MS) to formalize and understand scientific activities. Building on the idea of CPC originally developed to explain symbol emergence, CPC‑MS models science as a decentralized Bayesian…

  walterstiers

  2025-12-08

  #sense-making, Complexity, Creative Thinking, Life Ideas, Practical Wisdom, Science, Social-Technical

  #ActiveInference, #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens, artificial-intelligence, consciousness, philosophy, Science

• Fast, slow, & metacognitive

  “Fast, slow, and metacognitive thinking in AI” Inspired by the ”thinking fast and slow” cognitive theory of human decision making, we propose a multi-agent cognitive architecture (SOFAI) that is based on ”fast”/”slow” solvers and a metacognitive module. We then present experimental results on the behavior of an instance of this architecture for AI systems that…

  walterstiers

  2025-10-04

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

  #DecisionIntelligence, #HumanAI, #TheInformationLens, #Wicked, AI, artificial-intelligence, consciousness, technology

• AI only sees the data trail, not the human story

  Cassie Kozyrkov just shared a great story: “AI only sees the data trail, not the human story“ AI only sees the past, not the future.AI only sees the pattern, not the purpose.AI only sees the data trail, not the human story.AI only sees compliance, not commitment.AI only sees keyword matches, not understanding.AI only sees what…

  walterstiers

  2025-02-19

  #Sensemaking, AI, Creative Thinking, Decision Intelligence

  #DecisionIntelligence, #HumanAI, #TheInformationLens

• Defining intelligence: Bridging the gap

  “Defining intelligence: Bridging the gap between human and artificial perspectives“ Achieving a widely accepted definition of human intelligence has been challenging, a situation mirrored by the diverse definitions of artificial intelligence in computer science. By critically examining published definitions, highlighting both consistencies and inconsistencies, this paper proposes a refined nomenclature that harmonizes conceptualizations across the two disciplines.…

  walterstiers

  2025-02-09

  AI, Biology of Information, Information Technology, Neurobiology/psychology, Science

  #DecisionIntelligence, #HumanAI, #ProblemSolvingMind, #TheInformationLens, agi, AI, artificial-intelligence, machine-learning, technology

• Bayesian Models of Cognition 

  “Bayesian Models of Cognition Reverse Engineering the Mind” is a new MIT-press Open Access book available for online reading. The definitive introduction to Bayesian cognitive science, written by pioneers of the field. How does human intelligence work, in engineering terms? How do our minds get so much from so little? Bayesian models of cognition provide…

  walterstiers

  2024-11-19

  #sense-making, Active Inference, AI, Biology of Information, Complexity, Decision Intelligence, Neurobiology/psychology, Science

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens, AI, artificial-intelligence, data-science, machine-learning, statistics

• Will We Ever Have Conscious Machines?

  The question of whether artificial beings or machines could become self-aware or conscious has been a philosophical question for centuries. The main problem is that self-awareness cannot be observed from an outside perspective and the distinction of being really self-aware or merely a clever imitation cannot be answered without access to knowledge about the mechanism’s…

  walterstiers

  2024-09-24

  AI, Biology of Information, Complexity, Information Technology, Science

  #DecisionIntelligence, #HumanAI, #TheInformationLens, #Uncertainty

• Andy Clark “How the brain shapes reality”

  Philosopher and cognitive scientist Andy Clark challenges our conventional understanding of the mind’s interaction with the world. A great and entertaining lecture. I like the reflection with the reference to the weather forecast and how the forecast impacts “reality” perception. At the very least, understanding all those prediction-driven, precision-inflected, looping influences should bring us a…

  walterstiers

  2024-04-29

  #sense-making, Active Inference, AI, Biology of Information, Complexity, Creative Thinking, Life Ideas, Neurobiology/psychology, Science

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens

• Intelligence: Evolution, Brains and AI – but #6?

  I just finished the marvellous book from Max Bennett: “A Brief History of Intelligence“. As mentioned by the praise: “If you are interested in understanding brains or in building human-like general AI, you should read this book.” Dileep George, DeepMind, Co-Founder of Vicarious AI In the book, a wonderful story is given from the evolution…

  walterstiers

  2024-04-11

  #sense-making, #stakeholder economy, #Wicked, AI, Biology of Information, Complexity, Decision Intelligence, Life Ideas, Science, Social-Technical, Sustainability, Uncategorized

  #DecisionIntelligence, #emergence, #HumanAI, #TheInformationLens

• the problem of algorithmic recommendations

  I just want to point out an MIT Technology Review article on three new books warn against turning into the person the algorithm thinks you are “A machine-learning algorithm walks into a bar. The bartender asks: ‘What’ll you have?’ The algorithm says: ‘What’s everyone else having?’” Chet Haase (Google) Software engineer Chet Haase’s joke sums…

  walterstiers

  2024-03-12

  #sense-making, AI, Decision Intelligence, Information Technology, Policy, Social-Technical

  #DecisionIntelligence, #HumanAI, #TheInformationLens, AI, artificial-intelligence, data-science, machine-learning, technology

• AI Resources – A Worry

  ChatGPT is the first non-human addition to the list of people who shaped science… But also we have a worry related to this fact, as told in the (Dec.19,2023) Quote of the day “What worries me is we don’t have the resources to make sure that academic AI continues to be a centre of gravity.…

  walterstiers

  2024-01-10

  AI, Complexity, Information Technology, Policy, Science, Uncategorized

  #HumanAI

• The Emerging Science of Interacting Minds

  For over a century, psychology has focused on uncovering mental processes of a single individual. However, humans rarely navigate the world in isolation.The most important determinants of successful development, mental health, and our individual traits and preferences arise from interacting with other individuals. Social interaction underpins who we are, how we think, and how we…

  walterstiers

  2023-12-21

  #sense-making, Biology of Information, Complexity, Information Technology, Neurobiology/psychology, Science, Social-Technical

  #HumanAI, #ProblemSolvingMind, #TheInformationLens

• Generating meaning – AI²: predicting wor(l)ds

  I would like to quote some of the great insights and statements from the opinion by G. Pezzulo, T. Parr, P. Cisek, A Clark, and K. Friston published in TICS: “Generating meaning: active inference and the scope and limits of passive AI“. Does ChatGPT ‘understand‘ what it talks about in the way we do, or…

  walterstiers

  2023-11-27

  #sense-making, Active Inference, AI, Biology of Information, Complexity, Information Technology, Life Ideas, Neurobiology/psychology, Science

  #ActiveInference, #DecisionIntelligence, #HumanAI, #TheInformationLens

• 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

• The Future of Artificial Intelligence by Melanie Mitchell

  AI is all around us recognizing our faces in photos, transcribing our speech, constructing our news feeds, navigating our driving routes, answering our search queries, and much more. But rapidly improving AI is poised to play a much bigger role in all of our lives. In this lecture, AI expert Melanie Mitchell demystifies how current-day…

  walterstiers

  2023-11-16

  #Sensemaking, AI, Complexity, Decision Intelligence, Information Technology, Science

  #DecisionIntelligence, #HumanAI, #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

• 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

• 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

• 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

• 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

• 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