{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,16]],"date-time":"2026-09-16T15:15:52Z","timestamp":1789571752525,"version":"build-2803163510"},"reference-count":84,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T00:00:00Z","timestamp":1785801600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Psychol."],"abstract":"<jats:p>Cognitive biases are typically viewed as departures from normative Bayesian reasoning. Instead, we propose that such biases emerge from a hierarchical cognitive architecture that adaptively regulates the weighting of prior beliefs and incoming evidence when cognitive resources are limited and uncertainty exists. While existing approaches, including heuristic, ecological rationality, Bayesian cognition, and resource-rational theories, capture important aspects of probabilistic inference, they differ in how inferential weighting is specified and adapted across contexts. We introduce Adaptive Bayesian Cognition (ABC), a hierarchical computational framework in which informational channels based on prior beliefs and evidence compete dynamically during belief updating. ABC distinguishes three interacting strata: first-order inferential updating in log-odds space; second-order reliability learning, which is driven by prediction error; and third-order adaptation to environmental uncertainty. Within this architecture, inferential weighting emerges from the competitive arbitration of informational sources based on attentional salience, cognitive cost, learned reliability, and inferred environmental uncertainty. ABC reconceptualizes cognitive biases as context-sensitive consequences of adaptive inferential arbitration, rather than as failures of rationality. Importantly, this framework makes a unique dynamical prediction: salience effects on evidence weighting should vary based on environmental uncertainty and learning history. This yields selective crossover dynamics that are not predicted by other accounts. Overall, ABC provides a unified computational framework that links probabilistic inference, reliability learning, and uncertainty adaptation in resource-constrained systems across ecological environments. Thus, ABC offers a computational framework of cognitive biases as systematic consequences of context-dependent evaluations of prior information and evidence in uncertain environments.<\/jats:p>","DOI":"10.3389\/fpsyg.2026.1861515","type":"journal-article","created":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T05:37:46Z","timestamp":1785821866000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Weighting Bayesian information in human judgment under uncertainty: a hierarchical theory of cognitive biases"],"prefix":"10.3389","volume":"17","author":[{"given":"Bruno","family":"Kopp","sequence":"first","affiliation":[{"name":"Department of Neurology, Cognitive Neuropsychology, Hannover Medical School","place":["Hannover, Germany"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,8,4]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"47","DOI":"10.3389\/fpsyt.2013.00047","article-title":"The computational anatomy of psychosis","volume":"4","author":"Adams","year":"2013","journal-title":"Front. Psych."},{"key":"ref2","doi-asserted-by":"publisher","first-page":"1272","DOI":"10.3390\/e22111272","article-title":"Approximate Bayesian inference","volume":"22","author":"Alquier","year":"2020","journal-title":"Entropy"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1561\/2200000100","article-title":"User-friendly introduction to PAC-Bayes bounds","volume":"17","author":"Alquier","year":"2024","journal-title":"Found. Trends Mach. Learn."},{"key":"ref4","first-page":"109","volume-title":"Encyclopedia of Social Psychology","author":"Anderson","year":"2007"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1016\/0001-6918(80)90046-3","article-title":"The base-rate fallacy in probability judgments","volume":"44","author":"Bar-Hillel","year":"1980","journal-title":"Acta Psychol."},{"key":"ref6","doi-asserted-by":"crossref","DOI":"10.1017\/9781009263672","volume-title":"Thinking and Deciding","author":"Baron","year":"2023"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"1103","DOI":"10.1111\/rssb.12158","article-title":"A general framework for updating belief distributions","volume":"78","author":"Bissiri","year":"2016","journal-title":"J. R. Stat. Soc. Ser. B Stat. Methodol."},{"key":"ref8","doi-asserted-by":"publisher","first-page":"700","DOI":"10.1037\/0033-295X.113.4.700","article-title":"The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks","volume":"113","author":"Bogacz","year":"2006","journal-title":"Psychol. Rev."},{"key":"ref9","doi-asserted-by":"publisher","first-page":"755","DOI":"10.3389\/fpsyg.2016.00755","article-title":"Probabilistic inference: task dependency and individual differences of probability weighting revealed by hierarchical Bayesian modeling","volume":"7","author":"Boos","year":"2016","journal-title":"Front. Psychol."},{"key":"ref10","doi-asserted-by":"publisher","first-page":"1772","DOI":"10.1016\/j.jbusres.2015.01.061","article-title":"The bias bias","volume":"68","author":"Brighton","year":"2015","journal-title":"J. Bus. Res."},{"key":"ref11","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1016\/j.cogpsych.2007.12.002","article-title":"The simplest complete model of choice response time: Linear ballistic accumulation","volume":"57","author":"Brown","year":"2008","journal-title":"Cogn. Psychol."},{"key":"ref12","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1037\/h0060889","article-title":"Organismic achievement and environmental probability","volume":"50","author":"Brunswik","year":"1943","journal-title":"Psychol. Rev."},{"key":"ref13","volume-title":"The conceptual framework of psychology","author":"Brunswik","year":"1952"},{"key":"ref14","doi-asserted-by":"publisher","first-page":"105948","DOI":"10.1016\/j.neubiorev.2024.105948","article-title":"Contextualizing predictive minds","volume":"168","author":"Butz","year":"2025","journal-title":"Neurosci. Biobehav. Rev."},{"key":"ref15","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1017\/S0140525X12000477","article-title":"Whatever next? Predictive brains, situated agents, and the future of cognitive science","volume":"36","author":"Clark","year":"2013","journal-title":"Behav. Brain Sci."},{"key":"ref16","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1016\/j.pneurobio.2010.06.007","article-title":"Toward a neurobiology of delusions","volume":"92","author":"Corlett","year":"2010","journal-title":"Prog. Neurobiol."},{"key":"ref17","volume-title":"Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems","author":"Dayan","year":"2001"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1146\/annurev.ne.18.030195.001205","article-title":"Neural mechanisms of selective visual attention","volume":"18","author":"Desimone","year":"1995","journal-title":"Annu. Rev. Neurosci."},{"key":"ref19","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1016\/j.neuron.2013.09.007","article-title":"Goals and habits in the brain","volume":"80","author":"Dolan","year":"2013","journal-title":"Neuron"},{"key":"ref20","doi-asserted-by":"publisher","first-page":"878","DOI":"10.1037\/a0029346","article-title":"Uncertainty plus prior equals rational bias: an intuitive Bayesian probability weighting function","volume":"119","author":"Fennell","year":"2012","journal-title":"Psychol. Rev."},{"key":"ref21","volume-title":"Information sampling and adaptive cognition","author":"Fiedler","year":"2006"},{"key":"ref22","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1038\/nrn2536","article-title":"Perceiving is believing: a Bayesian approach to explaining the positive symptoms of schizophrenia","volume":"10","author":"Fletcher","year":"2009","journal-title":"Nat. Rev. Neurosci."},{"key":"ref23","doi-asserted-by":"publisher","first-page":"815","DOI":"10.1098\/rstb.2005.1622","article-title":"A theory of cortical responses","volume":"360","author":"Friston","year":"2005","journal-title":"Philos. Trans. R. Soc. B Biol. Sci."},{"key":"ref24","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1038\/nrn2787","article-title":"The free-energy principle: a unified brain theory?","volume":"11","author":"Friston","year":"2010","journal-title":"Nat. Rev. Neurosci."},{"key":"ref25","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1192\/apt.bp.109.007104","article-title":"Jumping to conclusions: the psychology of delusional reasoning","volume":"17","author":"Garety","year":"2011","journal-title":"Adv. Psychiatr. Treat."},{"key":"ref26","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1126\/science.aac6076","article-title":"Computational rationality: A converging paradigm for intelligence in brains, minds, and machines","volume":"349","author":"Gershman","year":"2015","journal-title":"Science"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1111\/j.1756-8765.2008.01006.x","article-title":"Homo heuristicus: why biased minds make better inferences","volume":"1","author":"Gigerenzer","year":"2009","journal-title":"Top. Cogn. Sci."},{"key":"ref28","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511808098","volume-title":"Heuristics and biases: The psychology of intuitive judgment","author":"Gilovich","year":"2002"},{"key":"ref29","doi-asserted-by":"publisher","first-page":"236","DOI":"10.1037\/\/0033-295x.94.2.236","article-title":"Expression theory and the preference reversal phenomena","volume":"94","author":"Goldstein","year":"1987","journal-title":"Psychol. Rev."},{"key":"ref30","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1006\/cogp.1998.0710","article-title":"On the shape of the probability weighting function","volume":"38","author":"Gonzalez","year":"1999","journal-title":"Cogn. Psychol."},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.21428\/e2759450.7b420317","volume-title":"Bayesian Models of Cognition: Reverse Engineering the Mind","author":"Griffiths","year":"2024"},{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.1093\/acprof:oso\/9780199682737.001.0001","volume-title":"The Predictive Mind","author":"Hohwy","year":"2013"},{"key":"ref34","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511790423","volume-title":"Probability Theory: The Logic of Science","author":"Jaynes","year":"2003"},{"key":"ref35","doi-asserted-by":"publisher","first-page":"70","DOI":"10.3389\/fpsyg.2015.00070","article-title":"Controlled information integration and Bayesian inference","volume":"6","author":"Juslin","year":"2015","journal-title":"Front. Psychol."},{"key":"ref36","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/j.cognition.2007.02.003","article-title":"Information integration in multiple cue judgment: a division of labor hypothesis","volume":"106","author":"Juslin","year":"2008","journal-title":"Cognition"},{"key":"ref37","doi-asserted-by":"publisher","first-page":"1449","DOI":"10.1257\/000282803322655392","article-title":"Maps of bounded rationality: psychology for behavioral economics","volume":"93","author":"Kahneman","year":"2003","journal-title":"Am. Econ. Rev."},{"key":"ref38","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809477","volume-title":"Judgment Under Uncertainty: Heuristics and Biases","author":"Kahneman","year":"1982"},{"key":"ref39","doi-asserted-by":"publisher","first-page":"430","DOI":"10.1016\/0010-0285(72)90016-3","article-title":"Subjective probability: a judgment of representativeness","volume":"3","author":"Kahneman","year":"1972","journal-title":"Cogn. Psychol."},{"key":"ref40","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1037\/h0034747","article-title":"On the psychology of prediction","volume":"80","author":"Kahneman","year":"1973","journal-title":"Psychol. Rev."},{"key":"ref41","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1115\/1.3662552","article-title":"A new approach to linear filtering and prediction problems","volume":"82","author":"Kalman","year":"1960","journal-title":"J. Basic Eng."},{"key":"ref42","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1016\/s0079-7421(08)60315-1","article-title":"Varieties of confirmation bias","volume":"32","author":"Klayman","year":"1995","journal-title":"Psychol. Learn. Motiv."},{"key":"ref43","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1016\/j.tins.2004.10.007","article-title":"The Bayesian brain: the role of uncertainty in neural coding and computation","volume":"27","author":"Knill","year":"2004","journal-title":"Trends Neurosci."},{"key":"ref44","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1016\/j.tics.2007.04.005","article-title":"An information theoretical approach to prefrontal executive function","volume":"11","author":"Koechlin","year":"2007","journal-title":"Trends Cogn. Sci."},{"key":"ref46","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1016\/j.neuroimage.2014.11.007","article-title":"A computational analysis of the neural bases of Bayesian inference","volume":"106","author":"Kolossa","year":"2015","journal-title":"NeuroImage"},{"key":"ref47","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1016\/j.jbtep.2006.05.001","article-title":"Mnemonic intrusions into working memory in psychometrically identified schizotypal individuals","volume":"38","author":"Kopp","year":"2007","journal-title":"J. Behav. Ther. Exp. Psychiatry"},{"key":"ref48","first-page":"87","volume-title":"Cognitive Sciences at the Leading Edge","author":"Kopp","year":"2008"},{"key":"ref49","doi-asserted-by":"publisher","first-page":"1572168","DOI":"10.3389\/fpsyg.2025.1572168","article-title":"Cognitive biases as Bayesian probability weighting in context","volume":"16","author":"Kopp","year":"2025","journal-title":"Front. Psychol."},{"key":"ref50","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1080\/13546800050199702","article-title":"Experimental evidence for distorted associative memory in chronic schizophrenic patients","volume":"5","author":"Kopp","year":"2000","journal-title":"Cogn. Neuropsychiatry"},{"key":"ref51","doi-asserted-by":"publisher","first-page":"911","DOI":"10.3758\/s13415-016-0442-3","article-title":"P300 amplitude variations, prior probabilities and likelihoods: A Bayesian ERP study","volume":"16","author":"Kopp","year":"2016","journal-title":"Cogn. Affect. Behav. Neurosci."},{"key":"ref52","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/s0301-0511(99)00039-3","article-title":"Brain mechanisms of selective learning: event-related potentials provide evidence for error-driven learning in humans","volume":"51","author":"Kopp","year":"2000","journal-title":"Biol. Psychol."},{"key":"ref53","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1111\/1469-8986.3940459","article-title":"Brain mechanisms of visual encoding and working memory in psychometrically identified schizotypal individuals and after acute administration of haloperidol","volume":"39","author":"Kopp","year":"2002","journal-title":"Psychophysiology"},{"key":"ref54","doi-asserted-by":"publisher","first-page":"302","DOI":"10.3389\/fnhum.2014.00302","article-title":"An aberrant precision account of autism","volume":"8","author":"Lawson","year":"2014","journal-title":"Front. Hum. Neurosci."},{"key":"ref55","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1017\/S0140525X1900061X","article-title":"Resource-rational analysis: understanding human cognition as the optimal use of limited computational resources","volume":"43","author":"Lieder","year":"2020","journal-title":"Behav. Brain Sci."},{"key":"ref56","doi-asserted-by":"publisher","first-page":"322","DOI":"10.3758\/s13423-017-1286-8","article-title":"The anchoring bias reflects rational use of cognitive resources","volume":"25","author":"Lieder","year":"2018","journal-title":"Psychon. Bull. Rev."},{"key":"ref57","volume-title":"Making decisions","author":"Lindley","year":"1985"},{"key":"ref58","doi-asserted-by":"publisher","first-page":"276","DOI":"10.1037\/h0076778","article-title":"A theory of attention: variations in the associability of stimuli with reinforcement","volume":"82","author":"Mackintosh","year":"1975","journal-title":"Psychol. Rev."},{"key":"ref59","doi-asserted-by":"crossref","DOI":"10.1093\/acprof:oso\/9780198524496.001.0001","volume-title":"Bayesian Rationality: The Probabilistic Approach to Human Reasoning","author":"Oaksford","year":"2007"},{"key":"ref60","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/12441.001.0001","volume-title":"Active Inference: The Free energy Principle in Mind, Brain, and Behavior","author":"Parr","year":"2022"},{"key":"ref61","doi-asserted-by":"publisher","first-page":"532","DOI":"10.1037\/0033-295x.87.6.532","article-title":"A model for Pavlovian learning: variations in the effectiveness of conditioned but not of unconditioned stimuli","volume":"87","author":"Pearce","year":"1980","journal-title":"Psychol. Rev."},{"key":"ref62","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1037\/h0024722","article-title":"Man as an intuitive statistician","volume":"68","author":"Peterson","year":"1967","journal-title":"Psychol. Bull."},{"key":"ref63","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1037\/h0023653","article-title":"Conservatism in a simple probability inference task","volume":"72","author":"Phillips","year":"1966","journal-title":"J. Exp. Psychol."},{"key":"ref64","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1080\/12460125.2022.2070946","article-title":"Support for cognition in decision support systems: an exploratory historical review","volume":"31","author":"Phillips-Wren","year":"2022","journal-title":"J. Decis. Syst."},{"key":"ref65","doi-asserted-by":"publisher","first-page":"105693","DOI":"10.1016\/j.cognition.2023.105693","article-title":"Confirmation bias emerges from an approximation to Bayesian reasoning","volume":"245","author":"Pilgrim","year":"2024","journal-title":"Cognition"},{"key":"ref66","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1162\/neco.2008.12-06-420","article-title":"The diffusion decision model: Theory and data for two-choice decision tasks","volume":"20","author":"Ratcliff","year":"2008","journal-title":"Neural Comput."},{"key":"ref67","first-page":"64","volume-title":"Classical Conditioning II: Current Research and Theory","author":"Rescorla","year":"1972"},{"key":"ref68","doi-asserted-by":"publisher","first-page":"1183","DOI":"10.1093\/schbul\/sbu187","article-title":"Jumping to conclusions about the beads task? A meta-analysis of delusional ideation and data-gathering","volume":"41","author":"Ross","year":"2015","journal-title":"Schizophr. Bull."},{"key":"ref69","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1007\/bf00055564","article-title":"Status quo bias in decision making","volume":"1","author":"Samuelson","year":"1988","journal-title":"J. Risk Uncertain."},{"key":"ref70","volume-title":"The Foundations of Statistics","author":"Savage","year":"1954"},{"key":"ref71","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1016\/j.bandc.2016.04.011","article-title":"Prior probabilities modulate cortical surprise responses: a study of event-related potentials","volume":"106","author":"Seer","year":"2016","journal-title":"Brain Cogn."},{"key":"ref72","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/j.neuron.2013.07.007","article-title":"The expected value of control: An integrative theory of anterior cingulate cortex function","volume":"79","author":"Shenhav","year":"2013","journal-title":"Neuron"},{"key":"ref73","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1037\/h0042769","article-title":"Rational choice and the structure of the environment","volume":"63","author":"Simon","year":"1956","journal-title":"Psychol. Rev."},{"key":"ref74","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.conb.2013.12.007","article-title":"Computational approaches to psychiatry","volume":"25","author":"Stephan","year":"2014","journal-title":"Curr. Opin. Neurobiol."},{"key":"ref75","doi-asserted-by":"publisher","first-page":"1279","DOI":"10.1126\/science.1192788","article-title":"How to grow a mind: statistics, structure, and abstraction","volume":"331","author":"Tenenbaum","year":"2011","journal-title":"Science"},{"key":"ref76","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1111\/j.1467-8721.2007.00497.x","article-title":"Environments that make us smart: ecological rationality","volume":"16","author":"Todd","year":"2007","journal-title":"Curr. Dir. Psychol. Sci."},{"key":"ref77","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/0010-0285(73)90033-9","article-title":"Availability: a heuristic for judging frequency and probability","volume":"5","author":"Tversky","year":"1973","journal-title":"Cogn. Psychol."},{"key":"ref78","doi-asserted-by":"publisher","first-page":"1124","DOI":"10.1126\/science.185.4157.1124","article-title":"Judgment under uncertainty: heuristics and biases","volume":"185","author":"Tversky","year":"1974","journal-title":"Science"},{"key":"ref79","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1007\/bf00122574","article-title":"Advances in prospect theory: cumulative representation of uncertainty","volume":"5","author":"Tversky","year":"1992","journal-title":"J. Risk Uncertain."},{"key":"ref80","doi-asserted-by":"publisher","first-page":"550","DOI":"10.1037\/0033-295X.108.3.550","article-title":"The time course of perceptual choice: The leaky, competing accumulator model","volume":"108","author":"Usher","year":"2001","journal-title":"Psychol. Rev."},{"key":"ref81","doi-asserted-by":"publisher","first-page":"117867","DOI":"10.1016\/j.neuroimage.2021.117867","article-title":"Electroencephalographic correlates of temporal Bayesian belief updating and surprise","volume":"231","author":"Visalli","year":"2021","journal-title":"NeuroImage"},{"key":"ref82","doi-asserted-by":"publisher","first-page":"1919","DOI":"10.1007\/s00221-023-06656-z","article-title":"P3-like signatures of temporal predictions: a computational EEG study","volume":"241","author":"Visalli","year":"2023","journal-title":"Exp. Brain Res."},{"key":"ref83","volume-title":"Handbuch der Physiologischen Optik","author":"von Helmholtz","year":"1867"},{"key":"ref84","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511779329","volume-title":"Prospect Theory: For Risk and Ambiguity","author":"Wakker","year":"2010"},{"key":"ref85","volume-title":"Sequential Analysis","author":"Wald","year":"1947"},{"key":"ref86","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3389\/fnins.2012.00001","article-title":"Ubiquitous log odds: a common representation of probability and frequency distortion in perception, action, and cognition","volume":"6","author":"Zhang","year":"2012","journal-title":"Front. 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