{"id":2529,"date":"2026-08-17T19:22:38","date_gmt":"2026-08-18T02:22:38","guid":{"rendered":"https:\/\/labs.wsu.edu\/caire\/?page_id=2529"},"modified":"2026-08-17T19:23:48","modified_gmt":"2026-08-18T02:23:48","slug":"ca-ai","status":"publish","type":"page","link":"https:\/\/labs.wsu.edu\/caire\/ca-ai\/","title":{"rendered":"CA-AI"},"content":{"rendered":"<div class=\"wsu-hero wsu-width--full wsu-pattern--wsu-light-radial-left  wsu-hero--size-small \">\n\t\n\t<div class=\"wsu-image-frame wsu-image-frame--fill\">\n\t<img decoding=\"async\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/CAAI-Project-Image.png\"\n\t\tsrcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/CAAI-Project-Image.png 1672w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/CAAI-Project-Image.png 300w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/CAAI-Project-Image.png 1024w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/CAAI-Project-Image.png 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/CAAI-Project-Image.png 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/CAAI-Project-Image.png 150w\"\n\t\tsizes=\"(max-width: 1672px) 100vw, 1672px\"\n\t\talt=\"\"\n\t\tstyle=\"object-position: 85% 52%\"\n\t\t\/>\n<\/div>\n\n\t<div class=\"wsu-overlay wsu-pattern-after wsu-overlay--dark-left wsu-pattern--none\"><\/div>\n\t<div class=\"wsu-hero__content\">\n\t\t<div class=\"wsu-hero__caption\">\n\t\t\t\t\t\t\t\t\t<div id=\"title-id-6a8cb1fc6613b\" class=\"wsu-title wsu-hero__title\"><span> Collaborative Argumentation with AI Agents (CA-AI)<\/span><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"wsu-caption wsu-hero__copy\">\n\t\t\t\tHuman\u2013AI co-construct knowledge during collaborative scientific argumentation\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n\n\n\n\n\n\n<div class=\"project-page-wrapper\">\n<section class=\"project-section\">\n    <div class=\"project-container project-intro\">\n        <div class=\"project-intro-body\">\n            <p class=\"project-eyebrow\"><span class=\"project-eyebrow-num\">01 \/<\/span><\/p>\n\n            <h2 class=\"project-title\">Project Description<\/h2>\n\n            <p class=\"project-lead\">The Collaborative Argumentation with AI Agents (CA-AI) project investigates how humans and AI agents interact and co-construct knowledge during collaborative scientific argumentation. Rather than treating AI as a tool that simply provides answers, feedback, or assistance, the project examines AI as an active participant in collaborative reasoning&mdash;one that can respond to learners&#8217; ideas, introduce alternative perspectives, and shape how claims, evidence, and explanations develop through interaction.<\/p>\n\n            <p>The project examines the interaction patterns and learning mechanisms that emerge as students and AI agents respond to one another, coordinate reasoning, negotiate claims and evidence, and build scientific knowledge together. By connecting science education, biology, learning sciences, and artificial intelligence, CA-AI seeks to understand when and how human&ndash;AI collaboration can strengthen science learning while supporting students&#8217; intellectual autonomy and appropriate trust in AI.<\/p>\n\n            <p>See the <a href=\"https:\/\/www.nsf.gov\/awardsearch\/show-award\/?AWD_ID=2600310\">NSF website<\/a>.<\/p>\n        <\/div>\n\n        <aside class=\"project-infocard\">\n            <h3 class=\"project-infocard-title\">Project Information<\/h3>\n\n            <dl class=\"project-meta\">\n                <dt>Project Period<\/dt>\n                <dd>2026&ndash;2029<\/dd>\n                <dt>Project Lead<\/dt>\n                <dd>Andy Cavagnetto<\/dd>\n                <dt>Co-Principal Investigators<\/dt>\n                <dd>Hanjo Hellmann, Tingting Li, Peng He<\/dd>\n                <dt>Funding Agencies<\/dt>\n                <dd>This three-year, $1.32 million project is supported by the <strong>U.S. National Science Foundation (NSF)<\/strong> through the <strong>EDU Core Research (ECR)<\/strong> and <strong>IUSE: EDU<\/strong> programs.<\/dd>\n            <\/dl>\n        <\/aside>\n    <\/div>\n<\/section>\n<section class=\"project-section project-section--alt\">\n    <div class=\"project-container project-vision\">\n        <div class=\"project-vision-head\">\n            <p class=\"project-eyebrow\"><span class=\"project-eyebrow-num\">02 \/<\/span><\/p>\n\n            <h2 class=\"project-title\">Project Vision<\/h2>\n        <\/div>\n\n        <div class=\"project-vision-body\">\n            <p class=\"project-quote\">Human&ndash;AI collaboration in learning should be understood not simply in terms of whether AI improves performance, but in terms of how interactions between humans and AI reshape reasoning, participation, and knowledge construction.<\/p>\n\n            <p class=\"project-quote-note\">The CA-AI project is designed to uncover the mechanisms through which human and artificial agents jointly construct scientific knowledge. Ultimately, the project seeks to develop a theoretical framework, design principles, and a working platform for more responsible and learning-centered human&ndash;AI collaboration in education.<\/p>\n        <\/div>\n    <\/div>\n<\/section>\n<section class=\"project-section\">\n    <div class=\"project-container\">\n        <p class=\"project-eyebrow\"><span class=\"project-eyebrow-num\">03 \/<\/span><\/p>\n\n        <h2 class=\"project-title\">Project Goals<\/h2>\n\n        <div class=\"project-goals\">\n            <article class=\"project-goal\">\n                <span class=\"project-goal-label\"><span class=\"project-goal-num\">01 \/<\/span>Goal 1<\/span>\n\n                <h3 class=\"project-goal-title\">Investigate mechanisms of human&ndash;AI interaction<\/h3>\n\n                <p>Examine how students and AI agents respond to one another, coordinate their reasoning, negotiate claims and evidence, and shape the trajectory of collaborative scientific argumentation.<\/p>\n            <\/article>\n\n            <article class=\"project-goal\">\n                <span class=\"project-goal-label\"><span class=\"project-goal-num\">02 \/<\/span>Goal 2<\/span>\n\n                <h3 class=\"project-goal-title\">Examine emergent knowledge co-construction and learning<\/h3>\n\n                <p>Identify interaction patterns and learning mechanisms that emerge through human&ndash;AI collaboration and investigate how these processes influence students&#8217; science learning.<\/p>\n            <\/article>\n\n            <article class=\"project-goal\">\n                <span class=\"project-goal-label\"><span class=\"project-goal-num\">03 \/<\/span>Goal 3<\/span>\n\n                <h3 class=\"project-goal-title\">Examine intellectual autonomy and trust in human&ndash;AI collaboration<\/h3>\n\n                <p>Investigate how different forms of interaction with AI agents shape students&#8217; intellectual autonomy, reliance on AI, and development of appropriate trust.<\/p>\n            <\/article>\n\n            <article class=\"project-goal\">\n                <span class=\"project-goal-label\"><span class=\"project-goal-num\">04 \/<\/span>Goal 4<\/span>\n\n                <h3 class=\"project-goal-title\">Develop principles for learning-centered human&ndash;AI collaboration<\/h3>\n\n                <p>Translate empirical findings into a theoretical framework, design principles, and a working platform that can inform the development of responsible collaborative AI systems for learning.<\/p>\n            <\/article>\n        <\/div>\n    <\/div>\n<\/section>\n<section class=\"project-section project-section--alt\">\n    <div class=\"project-container\">\n        <p class=\"project-eyebrow\"><span class=\"project-eyebrow-num\">04 \/<\/span><\/p>\n\n        <h2 class=\"project-title\">Team &amp; Collaborators<\/h2>\n\n        <div class=\"project-columns\">\n            <div class=\"project-column\">\n                <h3 class=\"project-column-title\">Project Leadership<\/h3>\n\n                <ul class=\"project-list\">\n                    <li>Andy Cavagnetto<\/li>\n                    <li>Hanjo Hellmann<\/li>\n                    <li>Tingting Li<\/li>\n                    <li>Peng He<\/li>\n                <\/ul>\n            <\/div>\n\n            <div class=\"project-column\">\n                <h3 class=\"project-column-title\">Interdisciplinary Areas<\/h3>\n\n                <ul class=\"project-list\">\n                    <li>Science Education<\/li>\n                    <li>Biology<\/li>\n                    <li>Learning Sciences<\/li>\n                    <li>Artificial Intelligence<\/li>\n                <\/ul>\n            <\/div>\n\n            <div class=\"project-column\">\n                <h3 class=\"project-column-title\">Partners<\/h3>\n\n                <ul class=\"project-list\">\n                    <li><a href=\"https:\/\/ceshs.wsu.edu\/\">College of Education, Sport, and Human Sciences<\/a><\/li>\n                    <li><a href=\"https:\/\/sbs.wsu.edu\/staff\/wsu-profile\/hellmann\/\">School of Biological Sciences<\/a><\/li>\n                <\/ul>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n<div class=\"project-endrule\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>01 \/ Project Description The Collaborative Argumentation with AI Agents (CA-AI) project investigates how humans and AI agents interact and co-construct knowledge during collaborative scientific argumentation. Rather than treating AI as a tool that simply provides answers, feedback, or assistance, the project examines AI as an active participant in collaborative reasoning&mdash;one that can respond to [&hellip;]<\/p>\n","protected":false},"author":44196,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_wsuwp_accessibility_report":null},"categories":[],"tags":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/pages\/2529"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/users\/44196"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/comments?post=2529"}],"version-history":[{"count":4,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/pages\/2529\/revisions"}],"predecessor-version":[{"id":2535,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/pages\/2529\/revisions\/2535"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/media?parent=2529"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/categories?post=2529"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/tags?post=2529"},{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/wsuwp_university_location?post=2529"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/wsuwp_university_org?post=2529"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}