Category: #Sensemaking
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Beware the “lure of models”
Scientists cannot help but use models says Mark Buchanan. Models help to clarify the consequences of theoretical assumptions, or to draw out complex lines of cause and effect … Without simplified conceptual models, scientific communication itself would be largely impossible.Of course, mathematical models also underlie some of the sciences’ most impressive achievements, like e.g. today’s…
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How mathematics invented new realities
Although Euclid’s ideas about geometry in 300 BC were rooted in physical reality, the field became ever more abstract throughout the twentieth century.In her new book, historian Alma Steingart reveals how this push for abstraction was mirrored by, and often triggered, parallel trends in economics, sociology, psychology and political science. (Axiomatics: Mathematical Thought and High Modernism…
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“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…
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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…
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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…
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Take your time to consider the possibilities and options
Representations of possible actions pervade human high-level cognition, and shape how we plan, attribute causal responsibility, comprehend language, and make moral judgments.There are too many ‘possible actions’ for us to consider them all. Recent studies offer a strikingly convergent picture of how we call to mind a limited, useful set of possible actions to consider.This…
