{"id":2561,"date":"2026-08-17T22:01:07","date_gmt":"2026-08-18T05:01:07","guid":{"rendered":"https:\/\/labs.wsu.edu\/caire\/?p=2561"},"modified":"2026-08-18T11:37:59","modified_gmt":"2026-08-18T18:37:59","slug":"1-32-million-nsf-project","status":"publish","type":"post","link":"https:\/\/labs.wsu.edu\/caire\/2026\/08\/17\/1-32-million-nsf-project\/","title":{"rendered":"CAIRE Researchers Tingting Li and Peng He Join $1.32 Million NSF Project on Collaborative Argumentation with AI Agents\u00a0"},"content":{"rendered":"\n<p class=\"wsu-spacing-top--none wsu-spacing-bottom--none\">Dr. Tingting Li and Dr. Peng He from the CAIRE Research Lab at Washington State University, as Co-Principal Investigators, have received a three-year, $1.32 million award from the U.S. National Science Foundation (NSF), together with Principal Investigator Dr. Andy Cavagnetto and Co-Principal Investigator Dr. Hanjo Hellmann.&nbsp;<\/p>\n\n\n<div class=\"wsu-card-wrapper  wsu-card-group--spacing-none wsu-card-wrapper--per-row-4\" >\r\n    \n<article class=\"wsu-card wsu-spacing-margin-right--medium\">\r\n\t\t<div class=\"wsu-image-frame wsu-image--ratio-1-1\">\r\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/1fb3eb707a86597a06ea2dbc2277d56d.png\"\r\n\t\t\t\tsrcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/1fb3eb707a86597a06ea2dbc2277d56d.png 490w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/1fb3eb707a86597a06ea2dbc2277d56d-292x300.png 292w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/1fb3eb707a86597a06ea2dbc2277d56d-146x150.png 146w\"\r\n\t\t\t\tsizes=\"(max-width: 490px) 100vw, 490px\"\r\n\t\t\t\talt=\"\"\r\n\t\t\t\tstyle=\"object-position: 50% 50%\"\r\n\t\t\t\/>\r\n\t\t\t<\/div>\r\n\t\t<div class=\"wsu-card__content\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"wsu-caption\">\r\n\t\t\t\t<strong>Andy Cavagnetto, Principal Investigator<\/strong>\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t<\/article>\n\n<article class=\"wsu-card wsu-spacing-margin-right--medium\">\r\n\t\t<div class=\"wsu-image-frame wsu-image--ratio-1-1\">\r\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/11\/Peng-He-Fall-2024-scaled-e1787031512176.jpg\"\r\n\t\t\t\tsrcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/11\/Peng-He-Fall-2024-scaled-e1787031512176.jpg 1843w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/11\/Peng-He-Fall-2024-scaled-e1787031512176-300x278.jpg 300w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/11\/Peng-He-Fall-2024-scaled-e1787031512176-1024x948.jpg 1024w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/11\/Peng-He-Fall-2024-scaled-e1787031512176-768x711.jpg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/11\/Peng-He-Fall-2024-scaled-e1787031512176-1536x1423.jpg 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/11\/Peng-He-Fall-2024-scaled-e1787031512176-150x139.jpg 150w\"\r\n\t\t\t\tsizes=\"(max-width: 1843px) 100vw, 1843px\"\r\n\t\t\t\talt=\"\"\r\n\t\t\t\tstyle=\"object-position: 50% 50%\"\r\n\t\t\t\/>\r\n\t\t\t<\/div>\r\n\t\t<div class=\"wsu-card__content\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"wsu-caption\">\r\n\t\t\t\t<strong>Peng He, Co-Principal Investigator<\/strong>\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t<\/article>\n\n<article class=\"wsu-card wsu-spacing-margin-right--medium\">\r\n\t\t<div class=\"wsu-image-frame wsu-image--ratio-1-1\">\r\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/12\/f602574fd24294c25840d0437818bc01.png\"\r\n\t\t\t\tsrcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/12\/f602574fd24294c25840d0437818bc01.png 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/12\/f602574fd24294c25840d0437818bc01-300x225.png 300w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/12\/f602574fd24294c25840d0437818bc01-1024x768.png 1024w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/12\/f602574fd24294c25840d0437818bc01-768x576.png 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2025\/12\/f602574fd24294c25840d0437818bc01-150x113.png 150w\"\r\n\t\t\t\tsizes=\"(max-width: 1536px) 100vw, 1536px\"\r\n\t\t\t\talt=\"\"\r\n\t\t\t\tstyle=\"object-position: 50% 50%\"\r\n\t\t\t\/>\r\n\t\t\t<\/div>\r\n\t\t<div class=\"wsu-card__content\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"wsu-caption\">\r\n\t\t\t\t<strong>Tingting Li, Co-Principal Investigator<\/strong>\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t<\/article>\n\n<article class=\"wsu-card\">\r\n\t\t<div class=\"wsu-image-frame wsu-image--ratio-1-1\">\r\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/87f28d4979baab732bef3f71300765e7.png\"\r\n\t\t\t\tsrcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/87f28d4979baab732bef3f71300765e7.png 310w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/87f28d4979baab732bef3f71300765e7-300x300.png 300w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3565\/2026\/08\/87f28d4979baab732bef3f71300765e7-150x150.png 150w\"\r\n\t\t\t\tsizes=\"(max-width: 310px) 100vw, 310px\"\r\n\t\t\t\talt=\"\"\r\n\t\t\t\tstyle=\"object-position: 50% 50%\"\r\n\t\t\t\/>\r\n\t\t\t<\/div>\r\n\t\t<div class=\"wsu-card__content\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"wsu-caption\">\r\n\t\t\t\t<strong>Hanjo Hellmann, Co-Principal Investigator<\/strong>\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t<\/article>\n<\/div>\n\n\n<p class=\"wsu-spacing-top--none\">Cavagnetto, Li, and He are faculty members in WSU\u2019s <strong>College of Education, Sport, and Human Sciences (CESHS)<\/strong>, while Hellmann is a faculty member in WSU\u2019s <strong>School of Biological Sciences<\/strong>. By bringing together expertise in science education, biology, the learning sciences, and artificial intelligence, the interdisciplinary team will investigate how university students and generative AI agents interact and construct scientific knowledge together.&nbsp;<\/p>\n\n\n\n<p class=\"wsu-spacing-top--none\">Supported through NSF\u2019s EDU Core Research (ECR) and IUSE: EDU programs, the project, <strong>\u201cCollaborative Argumentation with AI Agents: Understanding Human\u2013AI Interactions,\u201d<\/strong> will run from September 2026 through August 2029.&nbsp;<\/p>\n\n\n\n<p>Rather than treating AI simply as a tool that provides answers, feedback, or assistance, the project examines AI as an active participant in collaborative scientific argumentation. AI agents may respond to students\u2019 ideas, introduce alternative perspectives, and influence how claims, evidence, and explanations develop through interaction.&nbsp;<\/p>\n\n\n\n<p>Through this work, the team will investigate how students and AI agents respond to one another, coordinate their reasoning, negotiate claims and evidence, and jointly construct scientific knowledge. This focus closely reflects CAIRE\u2019s commitment to advancing responsible and learning-centered uses of AI that support, rather than replace, students\u2019 reasoning and autonomy.&nbsp;<\/p>\n\n\n\n<p>Ultimately, the project aims to develop a theoretical framework and evidence-based design principles for more responsible and learning-centered human\u2013AI collaboration. The team will also develop a working platform that integrates AI agents with instructional modules for undergraduate biology.&nbsp;<\/p>\n\n\n\n<p>Learn more about the project on the <a href=\"https:\/\/www.nsf.gov\/awardsearch\/show-award\/?AWD_ID=2600310\">NSF Award Search website<\/a>.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>CAIRE researchers Tingting Li and Peng He are part of an interdisciplinary WSU team awarded $1.32 million by the NSF to investigate how students and AI agents interact and construct scientific knowledge.<\/p>\n","protected":false},"author":44196,"featured_media":2634,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","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\/posts\/2561"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/types\/post"}],"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=2561"}],"version-history":[{"count":57,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/posts\/2561\/revisions"}],"predecessor-version":[{"id":2700,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/posts\/2561\/revisions\/2700"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/media\/2634"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/media?parent=2561"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/categories?post=2561"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/tags?post=2561"},{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/wsuwp_university_location?post=2561"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/caire\/wp-json\/wp\/v2\/wsuwp_university_org?post=2561"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}