Tag: #DecisionIntelligence
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Athletes and other Animals
“Embodied decision making in athletes and other animals” Humans and other animals continuously make embodied decisions about ongoing or pending courses of action. Examples of embodied decisions include a hunting lioness’s decision of which gazelle to chase and a soccer player’s decision of which teammate to pass the ball to. The study of embodied decisions has recently…
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Persisting Human–AI Gap in Visual Creativity
“Stable Diffusion Models Reveal a Persisting Human–AI Gap in Visual Creativity“ While recent research suggests Large Language Models match human creative performance in divergent thinking tasks, visual creativity remains underexplored. This study compared image generation in human participants (Visual Artists and Non-Artists) and using an image-generation AI model (two prompting conditions with varying human input:…
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Social Observations, Decisions, Explore/Exploit
“Observational learning of exploration-exploitation strategies in bandit tasks” In decision-making scenarios, individuals often face the challenge of balancing between exploring new options and exploiting known ones—a dynamic known as the exploration-exploitation trade-off. In such situations, people frequently have the opportunity to observe others’ actions. Yet little is known about when, how, and from whom individuals…
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From reductionism to realism
“From reductionism to realism: holistic mathematical modelling for complex biological systems” At its core, the physics paradigm adopts a reductionist approach, aiming to understand fundamental phenomena by decomposing them into simpler, elementary processes. While this strategy has been tremendously successful in physics, it has often fallen short in addressing fundamental questions in the biological sciences.…
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Affective State as a central component to environmental changes
“Considering affective state as a central component of the response of animals to environmental changes” Current environmental changes are often considered as negatively impacting the affective state of animals. Yet, the interplay betweenenvironmental conditions and affective state should rather be viewed as a reciprocal and dynamic relationship, as variation in affective state likely determines how…
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Music as a scientific metaphor for mind and brain
“Music as a scientific metaphor for mind and brain” Metaphors have long played multiple roles in conceptualizing the mind and brain, guiding the development and refinement of theoretical models and empirical questions. Early analogies (comparing the brain to hydraulic systems, telephone exchanges, factories, or libraries) offered shortcuts to understanding aspects of cognition, memory, and brain…
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Active Construction of Past Episodes
“The active construction of past episodes” Episodic memories – declarative memories of past events, characterized by rich spatiotemporal context – play a central role in guiding perception and behaviour. Here, we advance a model that integrates episodic memories within the active inference framework. We describe how episodic memories are incorporated into the generative models used…
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MOPGA: Multidisciplinary science
“Multidisciplinary science funding is more than ever a planetary priority: Reflections from the Make Our Planet Great Again (MOPGA) program” Global change poses “wicked problems” that have become ever more complex, pervasive, and damaging. Developing innovative solutions increasingly require diverse research approaches. The Franco-German Make Our Planet Great Again (MOPGA) program was designed to create a unique…
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Wise Machines
“Imagining and building wise machines: the centrality of AI metacognition” Although artificial intelligence (AI) has become increasingly smart, its wisdom has not kept pace. In this opinion article, we examine what is known about human wisdom and sketch a vision of its AI counterpart. We introduce human wisdom as strategies for solving intractable problems—those outside…
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Linking fast and slow
“Linking fast and slow: The case for generative models” A pervasive challenge in neuroscience is testing whether neuronal connectivity changes over time due to specific causes, such as stimuli, events, or clinical interventions. Recent hardware innovations and falling data storage costs enable longer, more naturalistic neuronal recordings. The implicit opportunity for understanding the self-organised brain…
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Robust Decision-Making Via Free Energy Minimization
“Robust Decision-Making Via Free Energy Minimization” html, pdf, video, Nature Communications Despite their groundbreaking performance, state-of-the-art autonomous agents can misbehave when training and environmental conditions become inconsistent, with minor mismatches leading to undesirable behaviors or even catastrophic failures. Robustness towards these training/environment ambiguities is a core requirement for intelligent agents and its fulfillment is a…
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Exploration and Exploitation & Coping Strategy
“Transition Dynamics Between Exploration and Exploitation Predicts Individual Differences in Coping Strategy” Adaptive decision-making requires balancing exploitation of known rewarding options with exploration of uncertain alternatives, a dilemma also known as the exploration-exploitation tradeoff. While this framework has been widely studied in reinforcement learning research, its relevance to coping, defined as the cognitive and behavioral…
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Your brain on nature
“Your brain on nature: A scoping review of the neuroscience of nature exposure” The relationship between natural environments and human cognition has gathered increasing attention across disciplines, including neuroscience, environmental psychology, and public health. An expanding body of empirical evidence supports the notion that exposure to nature consistently promotes psychological and physiological well-being. However, our…
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Narcissism: Blunted Error-Related Brain Activity
“Narcissism Is Associated With Blunted Error-Related Brain Activity” Narcissism is associated with self-enhancement and social antagonism, yet its neural underpinnings, particularly in error processing, remain underexplored. Competing theoretical models, such as the mask model and the metacognitive model, offer conflicting hypotheses regarding how narcissism influences early neural responses to errors. We examine whether grandiose agentic…
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Vertalen – Transmigratie
DE KUNST VAN HET VERTALEN In de wondere wereld van de verbale transmigratie kunnen we drie kwaden onderscheiden. De eerste en minste van de drie bestaat uit aperte fouten, te wijten aan onwetendheid of foute kennis. Dit is slechts menselijke zwakte en derhalve pardonnabel. De volgende stap naar de Hel wordt gezet door de vertaler…
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Active information sampling in health and disease
“Active information sampling in health and disease” Active information gathering is a fundamental cognitive process that enables organisms to navigate uncertainty and make adaptive decisions. This review has synthesised current knowledge on the behavioural, neural, and computational mechanisms underlying information sampling across health and disease. Several key themes have emerged from this analysis. Firstly, information…
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Boredom and curiosity – information
“Boredom and curiosity: the hunger and the appetite for information“ Boredom and curiosity are common everyday states that drive individuals to seek information. Due to their functional relatedness, it is not trivial to distinguish whether an action, for instance in the context of a behavioral experiment, is driven by boredom or curiosity. Are the two…
