Elizabeth S Lapidow, Caren M Walker, Azzurra Ruggeri
{"title":"Goals Matter: Children's Exploration of Ambiguity is Sensitive to Contextual Value.","authors":"Elizabeth S Lapidow, Caren M Walker, Azzurra Ruggeri","doi":"10.1111/tops.70074","DOIUrl":"https://doi.org/10.1111/tops.70074","url":null,"abstract":"<p><p>Children are voracious explorers. While this tendency is well established by both empirical and everyday evidence, accounts differ on whether exploration is goal-directed or stimulus-driven. In the current study, children (3- to 6-year-olds, n = 72) played with a novel toy that operated according to one of two possible causal rules and were given a choice between exploring to reveal the correct rule or repeating a previously successful action. Critically, while all children were aware of the rule's ambiguity and opportunity for information gain, their choices were tailored to the potential contextual value of that information. This result suggests that children's exploratory behavior is sensitive to goals rather than purely stimulus-driven, resonating with recent proposals about active learning, and providing insight into the complex character of early exploration behavior.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e70074"},"PeriodicalIF":3.3,"publicationDate":"2026-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148608612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Cultural Evolution of Human Goals.","authors":"Jérémy Perez, Cédric Colas, Gaia Molinaro, Pierre-Yves Oudeyer, Maxime Derex, Clément Moulin-Frier","doi":"10.1111/tops.70078","DOIUrl":"https://doi.org/10.1111/tops.70078","url":null,"abstract":"<p><p>Humans pursue remarkably diverse goals that vary over time and across cultures. These goals are both drivers and products of cultural evolutionary dynamics, yet most theories of cultural evolution have focused on the influence of culture on how individuals reach their goals, rather than on which goals they pursue. Recent accounts have begun modeling the co-evolution of goals and solutions, but leave the cognitive mechanisms underlying human goal dynamics unspecified. We address this gap by introducing the framework of cultural autotelic agents: individuals whose goal generation, anticipation, and selection mechanisms are shaped by cultural environments, and whose goal-directed behaviors reshape those environments in turn. This cognitive grounding makes motivation central to cultural goal dynamics. In particular, it reveals intrinsic motivation as an underappreciated driving force for open-ended cultural evolution by sustaining non-instrumental pursuits, biasing exploration toward increasingly complex goals, and maintaining diversity across individuals.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e70078"},"PeriodicalIF":3.3,"publicationDate":"2026-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148608633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Romy Froemer, Chih-Chung Ting, Amitai Shenhav, Sebastian Gluth
{"title":"Goals Shape Dynamics of Attention and Selection for Value-Based Decision-Making.","authors":"Romy Froemer, Chih-Chung Ting, Amitai Shenhav, Sebastian Gluth","doi":"10.1111/tops.70076","DOIUrl":"https://doi.org/10.1111/tops.70076","url":null,"abstract":"<p><p>Humans can flexibly adjust how they make decisions to arbitrary goals. However, most theories in decision-making focus on predicting one specific choice type (i.e., choosing the best option). Here, we link decision-making and cognitive-control research to test a theory that accounts for flexible adjustments of choice mechanisms to different goals and demands. Our biologically inspired model specifies how different features translate into evidence for the current goal, and how evidence is mapped onto different output structures. We tested the model in an eye-tracking study in which participants were asked to choose one out of four consumer products or to appraise the entire set, each with respect to positive or negative value. The results confirmed our preregistered hypotheses that response time (RT) should decrease with the overall value of a set of options in choose-best but increase in choose-worst trials. As predicted, this interaction was absent in appraisal RT, which instead exhibited an inverted-U-shaped pattern. Furthermore, the amount of attention devoted to an option was positively related to its value in choose-best, negatively related in choose-worst trials, and unrelated when participants appraised entire sets of products. Time-resolved analyses of eye movements revealed strategic goal-dependent search processes, as attention is increasingly focused on goal-congruent options in choice but remains more uniformly distributed in appraisal. Our findings suggest that cognitive control shapes choice and search dynamics by flexibly adjusting them to current goals and demands.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e70076"},"PeriodicalIF":3.3,"publicationDate":"2026-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148593960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Language, Perception, and Task Design: Multiple Factors Contribute to Children's Understanding of Pitch Metaphors.","authors":"Viktoria Henn, Sarah J Dolscheid","doi":"10.1111/tops.70077","DOIUrl":"https://doi.org/10.1111/tops.70077","url":null,"abstract":"<p><p>Language and perception are intimately linked in human cognition, yet the precise nature of their interaction remains unclear. In the domain of auditory pitch, languages often use metaphors by borrowing terminology from other domains. However, studies examining children's understanding of pitch metaphors have produced notably conflicting results. To address this issue, we investigated how German-speaking children comprehend familiar pitch metaphors from their native language and unfamiliar pitch terminology not used in German. While children were able to understand all the pitch metaphors tested, they displayed better comprehension of familiar than unfamiliar terminology, suggesting that linguistic experience boosts metaphor comprehension. In a cross-cultural comparison, we found that German-speaking children differed from Turkish-speaking children in line with differences in language. Critically, however, German-speaking children also differed from Dutch-speaking children. This was true although a height-pitch metaphor is used in both languages, suggesting that the mere presence of a metaphor in language is unlikely to account for the observed differences. We also found that pitch distance influenced children's metaphor comprehension, but differently for height-pitch versus thickness-pitch metaphors. In sum, our findings suggest that children's understanding of pitch metaphors is shaped by an intricate interplay of linguistic exposure, perceptual experiences, and experimental considerations.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e70077"},"PeriodicalIF":3.3,"publicationDate":"2026-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148593971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tan Zhi-Xuan, Gloria Kang, Vikash Mansinghka, Joshua B Tenenbaum
{"title":"Infinite Ends From Finite Samples: Open-Ended Goal Inference as Top-Down Bayesian Filtering of Bottom-Up Proposals.","authors":"Tan Zhi-Xuan, Gloria Kang, Vikash Mansinghka, Joshua B Tenenbaum","doi":"10.1111/tops.70075","DOIUrl":"https://doi.org/10.1111/tops.70075","url":null,"abstract":"<p><p>The space of human goals is tremendously vast; and yet, from just a few moments of watching a scene or reading a story, we seem to spontaneously infer a range of plausible motivations for the people and characters involved. What explains this remarkable capacity for intuiting other agents' goals, despite the infinitude of ends they might pursue? And how does this cohere with our understanding of other people as approximately rational agents? In this paper, we introduce open-ended sequential inverse plan search (SIPS), a sequential Monte Carlo model of open-ended goal inference. Open-ended SIPS combines top-down Bayesian inverse planning with bottom-up sampling based on the statistics of co-occurring subgoals. By proposing goal hypotheses related to the subgoals achieved by an agent, our model rapidly generates plausible goals without exhaustive search, then filters out goals that would be irrational given the actions taken so far. We validate this model in a goal inference task called Block Words, where participants try to guess the word that someone is stacking out of lettered blocks. In comparison to both heuristic bottom-up guessing and exact Bayesian inference over hundreds of goals, our model better predicts the mean, variance, efficiency, and resource rationality of human goal inferences, achieving similar accuracy to the exact model at a fraction of the cognitive cost, while exhibiting rational pruning of irrational goal hypotheses that cannot be captured by bottom-up sampling alone. Our experiments thus highlight the importance of uniting top-down and bottom-up models for explaining the speed, accuracy, and generality of human theory of mind.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e70075"},"PeriodicalIF":3.3,"publicationDate":"2026-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148563047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rebekah A Gelpi, Pablo Leon-Villagra, Daphna Buchsbaum, Stephanie Denison
{"title":"An Introduction to Rational Constructivism in Cognitive Development.","authors":"Rebekah A Gelpi, Pablo Leon-Villagra, Daphna Buchsbaum, Stephanie Denison","doi":"10.1111/tops.70067","DOIUrl":"https://doi.org/10.1111/tops.70067","url":null,"abstract":"<p><p>Rational constructivism is a contemporary theory of cognitive development. It proposes that children generate, tweak, and radically revise theories, beliefs, and representations by integrating evidence with existing knowledge via probabilistic inferential learning mechanisms. We begin with a general overview of the theory of rational constructivism, covering its theoretical commitments and predictions. We then describe how it accounts for the empirically observed patterns of both incremental and radical developmental change and discuss the cognitive mechanisms underlying those conceptual changes. Finally, we sketch out a general computational framework for it and address open questions and directions for future research.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e70067"},"PeriodicalIF":3.3,"publicationDate":"2026-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148377432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Fungal Memory and Minimal Cognition.","authors":"Kristina Šekrst","doi":"10.1111/tops.70070","DOIUrl":"https://doi.org/10.1111/tops.70070","url":null,"abstract":"<p><p>This paper argues that fungal mycelial networks exhibit minimal cognition through memory-integrated adaptive regulation. Drawing on cybernetic and enactivist frameworks, I develop a non-representational account of memory as the organism's capacity to modulate behavior based on temporally extended environmental coupling. I propose four operational criteria for minimal cognition: feedback-guided regulation of behavior, maintenance of internal viability conditions, structural modulation based on past environmental interactions, and plasticity across time scales that supports anticipatory adaptivity. Empirical evidence demonstrates that fungi meet all four criteria through distributed memory mechanisms: fungal networks exhibit directional regrowth toward previously encountered resources even after spatial displacement, stress priming persists across multiple cell divisions, Spitzenkörper-mediated directional persistence in constrained environments, and transgenerational memory through spore imprinting. These findings challenge representationalist assumptions in cognitive science by showing that memory and cognition can emerge from morphodynamic, biochemical, and electrophysiological processes without necessary neural substrates or symbolic representations. Fungal cognition demonstrates that the organizational principles underlying cognition-feedback-driven adaptation, norm-preservation, and historical coupling-can be realized in radically different material substrates, expanding our understanding of what counts as a cognitive system.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e70070"},"PeriodicalIF":3.3,"publicationDate":"2026-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148377399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On the Proper Treatment of Dynamics in Cognitive Science.","authors":"Randall D Beer","doi":"10.1111/tops.12686","DOIUrl":"10.1111/tops.12686","url":null,"abstract":"<p><p>This essay examines the relevance of dynamical ideas for cognitive science. On its own, the mere mathematical idea of a dynamical system is too weak to serve as a scientific theory of anything, and dynamical approaches within cognitive science are too rich and varied to be subsumed under a single \"dynamical hypothesis.\" Instead, after first attempting to dissect the different notions of \"dynamics\" and \"cognition\" at play, a more specific theoretical framework for cognitive science broadly construed is sketched. This framework draws upon not only dynamical ideas, but also such contemporaneous perspectives as situatedness, embodiment, ecological psychology, enaction, neuroethology/neuroscience, artificial life, and biogenic approaches. The paper ends with some methodological suggestions for pursuing this theoretical framework.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e12686"},"PeriodicalIF":3.3,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13397040/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9917640","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Dynamical Hypothesis in Situ: Challenges and Opportunities for a Dynamical Social Approach to Interpersonal Coordination.","authors":"Alexandra Paxton","doi":"10.1111/tops.12712","DOIUrl":"10.1111/tops.12712","url":null,"abstract":"<p><p>Over the past three decades, Van Gelder's dynamical hypothesis has been instrumental in reconceptualizing the ways in which perception-action-cognition unfolds over time and in context. Here, I examine how the dynamical approach has enriched the theoretical understanding of social dynamics within cognitive science, with a particular focus on interpersonal coordination. I frame this review around seven principles in dynamical systems: three that are well-represented in interpersonal coordination research to date (emergent behavior, context-sensitive behavior, and attractors) and four that could be useful opportunities for future growth (hysteresis, sensitivity to initial conditions, equifinality, and reciprocal compensation). In addition to identifying specific promising lines of theoretical inquiry, I focus on the significant potential afforded by computationally intensive science-especially in naturally occurring data or trace data. Building on the foundation laid over the past three decades, I argue that looking to increasingly situated and naturalistic settings (and data) is not only necessary to realize the full commitment to the dynamical hypothesis but is also critical to building parsimonious and principled theories of social phenomena.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e12712"},"PeriodicalIF":3.3,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13397062/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138463612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sebastian Wallot, Julien Patrick Irmer, Monika Tschense, Nikita Kuznetsov, Andreas Højlund, Martin Dietz
{"title":"A Multivariate Method for Dynamic System Analysis: Multivariate Detrended Fluctuation Analysis Using Generalized Variance.","authors":"Sebastian Wallot, Julien Patrick Irmer, Monika Tschense, Nikita Kuznetsov, Andreas Højlund, Martin Dietz","doi":"10.1111/tops.12688","DOIUrl":"10.1111/tops.12688","url":null,"abstract":"<p><p>Fractal fluctuations are a core concept for inquiries into human behavior and cognition from a dynamic systems perspective. Here, we present a generalized variance method for multivariate detrended fluctuation analysis (mvDFA). The advantage of this extension is that it can be applied to multivariate time series and considers intercorrelation between these time series when estimating fractal properties. First, we briefly describe how fractal fluctuations have advanced a dynamic system understanding of cognition. Then, we describe mvDFA in detail and highlight some of the advantages of the approach for simulated data. Furthermore, we show how mvDFA can be used to investigate empirical multivariate data using electroencephalographic recordings during a time-estimation task. We discuss this methodological development within the framework of interaction-dominant dynamics. Moreover, we outline how the availability of multivariate analyses can inform theoretical developments in the area of dynamic systems in human behavior.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"e12688"},"PeriodicalIF":3.3,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13397055/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10233922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}