Category: Decision Intelligence
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Statistics is not measurement
“Statistics is not measurement: The inbuilt semantics of psychometric scales and language-based models obscures crucial epistemic differences” This article provides a comprehensive critique of psychology’s overreliance on statistical modelling at the expense of epistemologically grounded measurement processes. It highlights that statistics deals with structural relations in data regardless of what these data represent, whereas measurement…
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The ‘made-up mind’.
“The ‘made-up mind’. Deriving new hypotheses on delusions from general psychological models of belief maintenance” Highlights Contemporary definitions of delusions highlight their resistance to conflicting evidence as the core feature, but there has been little progress in understanding why even explicit confrontation with contradicting evidence seldom leads to belief revision. This review aims to generate…
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Social networks affect redistribution decisions and polarization
“Social networks affect redistribution decisions and polarization” “Whom you observe in your daily life alters your willingness to tax the rich” Recent research suggests that the visibility of extreme wealth within a person’s social circle drives their support for economic redistribution but simultaneously fosters political polarization and personal dissatisfaction. A study published in PNAS Nexus combines computational…
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Stubborn Goals: the adaptive value
“The adaptive value of stubborn goals” Humans exhibit a striking tendency to persist with chosen goals. This strong attachment to goals can often appear irrational – a perspective captured by terms such as perseverance or sunk-cost biases. In this review, we explore how goal commitment could stem from several adaptive mechanisms, including those that optimise…
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Decisions: Studying and Supporting
“Decisions: Studying and Supporting People Facing Hard Choices“ A lively, authoritative insider’s account of how we make decisions and how decision-making research has developed over the last half century. Decisions describes the evolution of decision science (also called behavioral decision research and related to behavioral economics) through its application to challenging personal and public policy decisions,…
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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…
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Critical Thinking for Medicine—Moving Beyond Illness Scripts
“Critical Thinking for 21st-CenturyMedicine—Moving Beyond Illness Scripts” Clinical Reasoning for 21st-Century Medicine: Optimal clinical reasoning will involve an appropriate balance betweenillness scripts and pathophysiological reasoning. In our view, medical education has historically overemphasized the former—to which learners are predisposed even without explicit teaching— and underemphasized the latter. The risks of this historical approach will become…
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