Category: Decision Intelligence
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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…
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Predecisional information search adaptively reduces uncertainty
“Predecisional information search adaptively reduces three typesof uncertainty“ How do people search for information when they are given the opportunity to freely explore their options? Information search is an integral part of the decision-making process. Every choice we make is based on information that must first be obtained. In many cases, information search is inherently…
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Does expertise protect?
“Does expertise protect”Does expertise protect against overclaiming false knowledge?“ Highlights Recognizing one’s ignorance is a fundamental skill. We ask whether superior background knowledge or expertise improves the ability to distinguish what one knows from what one does not know, i.e., whether expertise leads to superior meta-knowledge. Supporting this hypothesis, we find that the more a…
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The power of parsimony
“Walking the talk on multi-level interventions: The power of parsimony“ There is strong consensus regarding the need for multi-level interventions (MLIs) to address today’s complex health problems. The greatest public health burdens globally (e.g., chronic and infectious diseases) derive from a mix of causal and contributing factors and are inherently complex, operating interdependently and reflexively…
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Seven Kinds of Decisions…
“Seven Kinds of Decisions Sports Coaches Make” The article describes the main kinds of decisions coaches make on a regular basis, based on the nature of the thought processes involved. We distinguish seven primary types and one special type. The primary types are roughly ordered from the fast, simple and intuitive at one end, to…
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Functional Trade-offs in Cognition
“Basic Functional Trade-offs in Cognition: An Integrative Framework” by Marco Del Giudice and Bernard J. Crespi, 2018. Trade-offs between advantageous but conflicting properties (e.g., speed vs. accuracy) are ubiquitous in cognition, but the relevant literature is conceptually fragmented, scattered across disciplines, and has not been organized in a coherent framework. This paper takes an initial step toward a general…
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Affect-centered account of motivated behavior
“The affective gradient hypothesis: an affect-centered account of motivated behavior“: everyone agrees that feelings and actions are intertwined, but cannot agree how. According to dominant models, actions are directed by estimates of value and these values shape or are shaped by affect. The article proposes instead that affect is the only form of value that…
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regulation of motivated behavior
in “A unified theoretical framework underlying the regulation of motivated behavior“, Yu-Been Kim, Young Hee Lee, Shee-June Park and Hyung Jin Choi explain that multiple psychological components have evolved in order to orchestrate behaviors for survival. Despite several theories regarding behavior regulation, these theories do not clearly distinguish distinct components and do not explain the…
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Bayesian inference from the ground up
Eric-Jan Wagenmakers and Dora Matzke developed a course book “Bayesian inference from the ground up: The theory of common sense” will be made freely available on their BayesianSpectacles website. Click here to obtain the first 27 chapters and 4 appendix chapters. The website is full of interesting information, including the Let’s Poke a Pizza: A New…
