Liye Zou, Peng Wang, Jun Yin, Kim Ouwehand, Fred Paas
{"title":"Metabolic reality of cognitive load.","authors":"Liye Zou, Peng Wang, Jun Yin, Kim Ouwehand, Fred Paas","doi":"10.1017/S0140525X26106050","DOIUrl":null,"url":null,"abstract":"<p><p>Haueis and Colaço argue that metabolic constraints should prune and generate cognitive models. Cognitive load theory offers an applied framework for testing these constraints. Working memory load can be viewed as the behavioral expression of local ATP limits. Primary-secondary knowledge, embodied offloading, and instructional efficiency map onto bioenergetic trade-offs. Extending CLT to human-AI symbiosis further shows how shared systems can support dynamic load balancing and testable metabolic predictions.</p>","PeriodicalId":8698,"journal":{"name":"Behavioral and Brain Sciences","volume":"49 ","pages":"e485"},"PeriodicalIF":8.2000,"publicationDate":"2026-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Behavioral and Brain Sciences","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1017/S0140525X26106050","RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BEHAVIORAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Haueis and Colaço argue that metabolic constraints should prune and generate cognitive models. Cognitive load theory offers an applied framework for testing these constraints. Working memory load can be viewed as the behavioral expression of local ATP limits. Primary-secondary knowledge, embodied offloading, and instructional efficiency map onto bioenergetic trade-offs. Extending CLT to human-AI symbiosis further shows how shared systems can support dynamic load balancing and testable metabolic predictions.
期刊介绍:
Behavioral and Brain Sciences (BBS) is a highly respected journal that employs an innovative approach called Open Peer Commentary. This format allows for the publication of noteworthy and contentious research from various fields including psychology, neuroscience, behavioral biology, and cognitive science. Each article is accompanied by 20-40 commentaries from experts across these disciplines, as well as a response from the author themselves. This unique setup creates a captivating forum for the exchange of ideas, critical analysis, and the integration of research within the behavioral and brain sciences, spanning topics from molecular neurobiology and artificial intelligence to the philosophy of the mind.