[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-seo-587268-105":3,"detail-sidebar-cat-0-en-105":81,"doc-detail-587268-en":130},{"code":4,"msg":5,"data":6},0,"ok",{"site_id":7,"language":8,"slug":9,"title":10,"keywords":11,"description":12,"schema_data":13,"social_meta":74,"head_meta":76,"extra_data":78,"updated_unix":80},105,"en","smarterai-think-tank-student-centric-design-principles-for-responsible-use-of-ai","SmarterAI Think Tank - Student-Centric Design Principles for Responsible Use of AI","","Smarter Balanced collaborated with IBM Consulting to draft student-centric design principles for the responsible use of AI in large-scale educational assessment. Developed through iterative, multi-disciplinary work groups and a design-thinking methodology, the principles provide a foundation for ongoing decisions about integrating AI into assessment system designs. The document outlines eight core principles—fair, secure and robust, helpful, explainable, transparent, agency, growth mindset, and kind—alongside design guidance, policy application, and final recommendations.",{"@graph":14,"@context":73},[15,34,56],{"@type":16,"itemListElement":17},"BreadcrumbList",[18,23,27,31],{"item":19,"name":20,"@type":21,"position":22},"https://docshare.wps.com","Home","ListItem",1,{"item":24,"name":25,"@type":21,"position":26},"https://docshare.wps.com/document/","Document",2,{"item":28,"name":29,"@type":21,"position":30},"https://docshare.wps.com/document/research-report/","Research & Report",3,{"item":32,"name":10,"@type":21,"position":33},"https://docshare.wps.com/document/smarterai-think-tank-student-centric-design-principles-for-responsible-use-of-ai/587268/",4,{"url":32,"name":10,"@type":35,"image":36,"author":41,"headline":10,"publisher":44,"fileFormat":47,"inLanguage":8,"description":12,"dateModified":48,"datePublished":49,"encodingFormat":47,"isAccessibleForFree":50,"interactionStatistic":51},"DigitalDocument",{"url":37,"@type":38,"width":39,"height":40},"https://docshare.wps.com/thumbnails/smarterai-think-tank-student-centric-design-principles-for-responsible-use-of-ai/587268.png","ImageObject",300,407,{"name":42,"@type":43},"วิน","Person",{"url":19,"name":45,"@type":46},"DocShare","Organization","application/pdf","2026-11-08","2026-10-15",true,{"@type":52,"interactionType":53,"userInteractionCount":55},"InteractionCounter",{"@type":54},"ViewAction",5,{"@type":57,"mainEntity":58},"FAQPage",[59,65,69],{"name":60,"@type":61,"acceptedAnswer":62},"What is the purpose of the SmarterAI Think Tank document?","Question",{"text":63,"@type":64},"It presents eight student-centric design principles to guide responsible use of AI when designing and integrating AI into large-scale educational assessment systems.","Answer",{"name":66,"@type":61,"acceptedAnswer":67},"How were the principles developed?",{"text":68,"@type":64},"The process was iterative over several months and involved multi-disciplinary work groups, with a design-thinking methodology used in collaboration with IBM Consulting.",{"name":70,"@type":61,"acceptedAnswer":71},"Which eight principles are included?",{"text":72,"@type":64},"The document includes: fair; secure and robust; helpful; explainable; transparent; agency; growth mindset; and kind.","https://schema.org",{"og:url":32,"og:type":75,"og:title":10,"og:site_name":45,"og:description":12},"article",{"robots":77,"canonical":32},"index,follow",{"doc_id":79,"site_id":7},587268,1792981821,{"code":4,"msg":82,"data":83},"success",[84,88,92,96,100,105,110,114,119,122,126],{"id":22,"doc_module":4,"doc_module_name":25,"category_name":85,"show_sort_weight":86,"slug":87},"Story & Novel",90,"story-novel",{"id":26,"doc_module":4,"doc_module_name":25,"category_name":89,"show_sort_weight":90,"slug":91},"Literature",80,"literature",{"id":33,"doc_module":4,"doc_module_name":25,"category_name":93,"show_sort_weight":94,"slug":95},"Exam",70,"exam",{"id":55,"doc_module":4,"doc_module_name":25,"category_name":97,"show_sort_weight":98,"slug":99},"Comic",60,"comic",{"id":101,"doc_module":4,"doc_module_name":25,"category_name":102,"show_sort_weight":103,"slug":104},6,"Technology",50,"technology",{"id":106,"doc_module":4,"doc_module_name":25,"category_name":107,"show_sort_weight":108,"slug":109},7,"Healthcare",40,"healthcare",{"id":111,"doc_module":4,"doc_module_name":25,"category_name":29,"show_sort_weight":112,"slug":113},8,30,"research-report",{"id":115,"doc_module":4,"doc_module_name":25,"category_name":116,"show_sort_weight":117,"slug":118},9,"Religion & Spirituality",20,"religion-spirituality",{"id":117,"doc_module":4,"doc_module_name":25,"category_name":120,"show_sort_weight":117,"slug":121},"World Cup","world-cup",{"id":123,"doc_module":4,"doc_module_name":25,"category_name":124,"show_sort_weight":123,"slug":125},10,"Lifestyle","lifestyle",{"id":127,"doc_module":4,"doc_module_name":25,"category_name":128,"show_sort_weight":55,"slug":129},19,"General","general",{"code":4,"msg":82,"data":131},{"doc_id":79,"user_id":132,"nickname":42,"user_avatar":133,"doc_module":4,"category_id":111,"category_name":29,"doc_title":10,"doc_description":12,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":55,"is_deleted":4,"is_public":22,"is_downloadable":22,"audit_status":22,"page_count":139,"language":140,"language_code":8,"site_id":7,"html_lang":8,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":12,"update_tm":144,"read_time":145,"preview_page_count":4},2336475104736,"https://ap-avatar.wpscdn.com/avatar/22000c4c5e0e5b17e70?x-image-process=image/resize,m_fixed,w_180,h_180&k=1786591360781797222","SmarterAI Think Tank:  \nStudent-Centric Design Principles for Responsible Use of AI  \nMay 2025  \n© The Regents of the University of California  \nTable of Contents  \nTABLE OF CONTENTS 2  \n16  \n\n| SMARTERAI THINK TANK: STUDENT-CENTRIC DESIGN PRINCIPLES FOR RESPONSIBLE USE OF AI 3 |\n| --- |\n| SMARTER BALANCED STUDENT-CENTRIC DESIGN PRINCIPLES FOR RESPONSIBLE USE OF AI ......................................4\u003Cbr>PRINCIPLE 1: FAIR ..............................................................................................................................................5\u003Cbr>PRINCIPLE 2: SECURE AND ROBUST .......................................................................................................................5\u003Cbr>PRINCIPLE 3: HELPFUL.........................................................................................................................................5\u003Cbr>PRINCIPLE 4: EXPLAINABLE...................................................................................................................................6\u003Cbr>PRINCIPLE 5: TRANSPARENT .................................................................................................................................6\u003Cbr>PRINCIPLE 6: AGENCY .........................................................................................................................................6\u003Cbr>PRINCIPLE 7: GROWTH MINDSET ..........................................................................................................................7\u003Cbr>PRINCIPLE 8: KIND ..............................................................................................................................................7\u003Cbr>CONTRASTING PRINCIPLES FROM OTHER ORGANIZATIONS ...............................................................................7\u003Cbr>DESIGN APPROACH IN LEVERAGING PRINCIPLES .............................................................................................9\u003Cbr>APPLICATION TO STATE POLICIES................................................................................................................9\u003Cbr>FINAL REVIEW AND RECOMMENDATIONS...................................................................................................10\u003Cbr>APPENDIX A. SMARTERAI THINK TANK USE CASE METHODOLOGY 11 |\n| PROBLEM STATEMENT...........................................................................................................................11\u003Cbr>ORGANIZATIONAL STRUCTURE.................................................................................................................11\u003Cbr>STUDENT-CENTRIC DESIGN PRINCIPLES FOR RESPONSIBLE USE OF AI................................................................12\u003Cbr>COLLABORATION ..................................................................................................................................12\u003Cbr>DESIGN THINKING, MURAL AND COLLABORATIVE EFFORT ..............................................................................13\u003Cbr>USE CASE DETAIL .................................................................................................................................13\u003Cbr>LAYERS OF EFFECT EXERCISE....................................................................................................................14\u003Cbr>VOTING .............................................................................................................................................14\u003Cbr>CONCLUSION | CALL TO ACTION ..............................................................................................................15\u003Cbr>REFERENCES |\n\nSmarterAI Think Tank: Student-Centric Design Principles for Responsible Use Of AI  \nSmarter Balanced collaborated with IBM Consulting in early 2024 to draft Student-Centric Design Principles for Responsible Use of AI when considering the process for designing and integrating AI in large-scale assessment. These principles serve as a resource to the educational measurement communi","cbCaiulmGoqzhUBz","https://ap.wps.com/l/cbCaiulmGoqzhUBz","pdf",629368,17,"English","# SMARTERAI THINK TANK: STUDENT-CENTRIC DESIGN PRINCIPLES FOR RESPONSIBLE USE OF AI\n## PRINCIPLE 1: FAIR\n## PRINCIPLE 2: SECURE AND ROBUST\n## PRINCIPLE 3: HELPFUL\n## PRINCIPLE 4: EXPLAINABLE\n## PRINCIPLE 5: TRANSPARENT\n## PRINCIPLE 6: AGENCY\n## PRINCIPLE 7: GROWTH MINDSET\n## PRINCIPLE 8: KIND\n## DESIGN APPROACH IN LEVERAGING PRINCIPLES\n## APPLICATION TO STATE POLICIES\n## FINAL REVIEW AND RECOMMENDATIONS\n## APPENDIX A. SMARTERAI THINK TANK USE CASE METHODOLOGY","[{\"question\":\"What is the purpose of the SmarterAI Think Tank document?\",\"answer\":\"It presents eight student-centric design principles to guide responsible use of AI when designing and integrating AI into large-scale educational assessment systems.\"},{\"question\":\"How were the principles developed?\",\"answer\":\"The process was iterative over several months and involved multi-disciplinary work groups, with a design-thinking methodology used in collaboration with IBM Consulting.\"},{\"question\":\"Which eight principles are included?\",\"answer\":\"The document includes: fair; secure and robust; helpful; explainable; transparent; agency; growth mindset; and kind.\"}]","SmarterAI Think Tank - Student-Centric Design Principles for Responsible Use of AI | PDF",1792061303,43]