{"apiVersion":"v1","generatedAt":"2026-05-17T04:44:36.582Z","canonicalUrl":"https://eduaipolicy.org/universities/university-of-california-santa-cruz","license":"CC-BY-4.0","trackerMetadataLicense":"CC-BY-4.0","sourcePolicy":"Tracker metadata is open licensed. Official source documents, page text, PDFs, and other source materials retain their original rights and terms.","sourceRightsPolicy":"Tracker metadata is open licensed. 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Official source documents, page text, PDFs, and other source materials retain their original rights and terms."},"data":{"schemaVersion":"uapt-policy-analysis-v1","apiVersion":"v1","entityType":"university","entitySlug":"university-of-california-santa-cruz","entityName":"University of California, Santa Cruz","canonicalUrl":"https://eduaipolicy.org/universities/university-of-california-santa-cruz","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-california-santa-cruz.json","generatedAt":"2026-05-16T23:05:00.000Z","basedOnClaimIds":["ucsc-claim-ai-academic-integrity-response","ucsc-claim-ai-data-protection","ucsc-claim-ai-research-human-subjects","ucsc-claim-approved-tools-staff","ucsc-claim-source-status-course-level","ucsc-claim-tlc-course-ai-policy"],"basedOnSourceUrls":["https://campusai.ucsc.edu/faq/","https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","https://its.ucsc.edu/get-support/it-guides/guide-use-artificial-intelligence-ai-safely/","https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.749,"coverageScore":{"score":100,"maxScore":100,"label":"broad_public_coverage","components":[{"key":"policy_presence","label":"Central AI policy or guidance source exists","points":15,"maxPoints":15,"status":"unclear","evidenceClaimIds":["ucsc-claim-source-status-course-level","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"conditionally_allowed","evidenceClaimIds":["ucsc-claim-ai-academic-integrity-response"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["ucsc-claim-approved-tools-staff","ucsc-claim-source-status-course-level","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["ucsc-claim-approved-tools-staff","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["ucsc-claim-ai-data-protection","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"blocked","evidenceClaimIds":["ucsc-claim-ai-data-protection","ucsc-claim-approved-tools-staff"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"reviewState":"machine_candidate"}],"reviewState":"machine_candidate","limitations":["Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score.","This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page."]},"dimensions":[{"key":"policy_presence","label":"Policy presence","status":"unclear","normalizedValue":"course_or_assignment_level_ai_use_policy","summary":"University of California, Santa Cruz has 3 source-backed public claims for policy presence; deterministic analysis status: unclear.","explanation":"Whether the public record contains official AI policy or guidance sources. This unclear status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-source-status-course-level","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"evidenceSourceUrls":["https://campusai.ucsc.edu/faq/","https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.739,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"ucsc-claim-source-status-course-level","sourceUrl":"https://campusai.ucsc.edu/faq/","sourceLanguage":"en-US","evidenceSnippet":"At UC Santa Cruz, instructors set policy on use of AI at the individual course level. In some cases, a policy might be set at the level of an assignment.","sourceSnapshotHash":"3ed7daedbfe3aaf2976b39447349c838fc5d1edbfd4c9ba5dcbf81e0bc8676d0","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-ai-academic-integrity-response","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","sourceLanguage":"en-US","evidenceSnippet":"This TLC resource, co-developed in partnership with the Academic Integrity Office (AIO), is designed to guide you through the process of recognizing and responding when you suspect misuse of generative artificial intelligence (genAI) in your classroom.","sourceSnapshotHash":"1afd1aed8ea1063f97d157d19a6f7e819e3347001eaf809ff353709e78e45f22","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-tlc-course-ai-policy","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/","sourceLanguage":"en-US","evidenceSnippet":"A clear, well-planned policy—integrated into your syllabus—provides students with transparent expectations, supports academic integrity, and ensures equitable application across disciplines.","sourceSnapshotHash":"a665f3cd786b05071c1bad108254ab7ad864c8b3df3afc07b183c526fee08c3c","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"recommended","normalizedValue":"tlc_aio_guidance_suspected_genai_misuse","summary":"University of California, Santa Cruz has 2 source-backed public claims for ai disclosure; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses disclosure, acknowledgement, citation, or declaration of AI use. This recommended status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"evidenceSourceUrls":["https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.735,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"ucsc-claim-ai-academic-integrity-response","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","sourceLanguage":"en-US","evidenceSnippet":"This TLC resource, co-developed in partnership with the Academic Integrity Office (AIO), is designed to guide you through the process of recognizing and responding when you suspect misuse of generative artificial intelligence (genAI) in your classroom.","sourceSnapshotHash":"1afd1aed8ea1063f97d157d19a6f7e819e3347001eaf809ff353709e78e45f22","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-tlc-course-ai-policy","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/","sourceLanguage":"en-US","evidenceSnippet":"A clear, well-planned policy—integrated into your syllabus—provides students with transparent expectations, supports academic integrity, and ensures equitable application across disciplines.","sourceSnapshotHash":"a665f3cd786b05071c1bad108254ab7ad864c8b3df3afc07b183c526fee08c3c","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"gemini_chat_notebooklm_zoom_ai_companion_staff_contractors","summary":"University of California, Santa Cruz has 4 source-backed public claims for coursework; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This restricted status was derived from claim type, normalized value, and keyword rules over 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-approved-tools-staff","ucsc-claim-source-status-course-level","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"evidenceSourceUrls":["https://campusai.ucsc.edu/faq/","https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.748,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"ucsc-claim-approved-tools-staff","sourceUrl":"https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","sourceLanguage":"en-US","evidenceSnippet":"The Artificial Intelligence (AI) tools listed on this page are available at UC Santa Cruz and protected by campus and UC-system agreements.","sourceSnapshotHash":"c2c83fa9ac38367a549f5e517a82e64222f70ed4d8270b328f53f6d27e83a88f","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-source-status-course-level","sourceUrl":"https://campusai.ucsc.edu/faq/","sourceLanguage":"en-US","evidenceSnippet":"At UC Santa Cruz, instructors set policy on use of AI at the individual course level. In some cases, a policy might be set at the level of an assignment.","sourceSnapshotHash":"3ed7daedbfe3aaf2976b39447349c838fc5d1edbfd4c9ba5dcbf81e0bc8676d0","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-ai-academic-integrity-response","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","sourceLanguage":"en-US","evidenceSnippet":"This TLC resource, co-developed in partnership with the Academic Integrity Office (AIO), is designed to guide you through the process of recognizing and responding when you suspect misuse of generative artificial intelligence (genAI) in your classroom.","sourceSnapshotHash":"1afd1aed8ea1063f97d157d19a6f7e819e3347001eaf809ff353709e78e45f22","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-tlc-course-ai-policy","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/","sourceLanguage":"en-US","evidenceSnippet":"A clear, well-planned policy—integrated into your syllabus—provides students with transparent expectations, supports academic integrity, and ensures equitable application across disciplines.","sourceSnapshotHash":"a665f3cd786b05071c1bad108254ab7ad864c8b3df3afc07b183c526fee08c3c","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"gemini_chat_notebooklm_zoom_ai_companion_staff_contractors","summary":"University of California, Santa Cruz has 3 source-backed public claims for exams; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This restricted status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-approved-tools-staff","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"evidenceSourceUrls":["https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.748,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"ucsc-claim-approved-tools-staff","sourceUrl":"https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","sourceLanguage":"en-US","evidenceSnippet":"The Artificial Intelligence (AI) tools listed on this page are available at UC Santa Cruz and protected by campus and UC-system agreements.","sourceSnapshotHash":"c2c83fa9ac38367a549f5e517a82e64222f70ed4d8270b328f53f6d27e83a88f","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-ai-academic-integrity-response","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","sourceLanguage":"en-US","evidenceSnippet":"This TLC resource, co-developed in partnership with the Academic Integrity Office (AIO), is designed to guide you through the process of recognizing and responding when you suspect misuse of generative artificial intelligence (genAI) in your classroom.","sourceSnapshotHash":"1afd1aed8ea1063f97d157d19a6f7e819e3347001eaf809ff353709e78e45f22","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-tlc-course-ai-policy","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/","sourceLanguage":"en-US","evidenceSnippet":"A clear, well-planned policy—integrated into your syllabus—provides students with transparent expectations, supports academic integrity, and ensures equitable application across disciplines.","sourceSnapshotHash":"a665f3cd786b05071c1bad108254ab7ad864c8b3df3afc07b183c526fee08c3c","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"p4_never_any_ai_tool_p3_p4_not_unlicensed","summary":"University of California, Santa Cruz has 3 source-backed public claims for privacy and data entry; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. This restricted status was derived from claim type, normalized value, and keyword rules over 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-ai-data-protection","ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"evidenceSourceUrls":["https://its.ucsc.edu/get-support/it-guides/guide-use-artificial-intelligence-ai-safely/","https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.757,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"ucsc-claim-ai-data-protection","sourceUrl":"https://its.ucsc.edu/get-support/it-guides/guide-use-artificial-intelligence-ai-safely/","sourceLanguage":"en-US","evidenceSnippet":"University standards prohibit entering sensitive data — P3 or P4 data, including personally identifiable and FERPA-protected records — into any unlicensed tool.","sourceSnapshotHash":"a63d31111ffe866329361e56c70e7c23ecc29a85c76c459a61e1bc74b496dbb1","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-ai-academic-integrity-response","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","sourceLanguage":"en-US","evidenceSnippet":"This TLC resource, co-developed in partnership with the Academic Integrity Office (AIO), is designed to guide you through the process of recognizing and responding when you suspect misuse of generative artificial intelligence (genAI) in your classroom.","sourceSnapshotHash":"1afd1aed8ea1063f97d157d19a6f7e819e3347001eaf809ff353709e78e45f22","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-tlc-course-ai-policy","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/","sourceLanguage":"en-US","evidenceSnippet":"A clear, well-planned policy—integrated into your syllabus—provides students with transparent expectations, supports academic integrity, and ensures equitable application across disciplines.","sourceSnapshotHash":"a665f3cd786b05071c1bad108254ab7ad864c8b3df3afc07b183c526fee08c3c","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"conditionally_allowed","normalizedValue":"tlc_aio_guidance_suspected_genai_misuse","summary":"University of California, Santa Cruz has 1 source-backed public claim for academic integrity; deterministic analysis status: conditionally_allowed.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. This conditionally_allowed status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-ai-academic-integrity-response"],"evidenceSourceUrls":["https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.739,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"ucsc-claim-ai-academic-integrity-response","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","sourceLanguage":"en-US","evidenceSnippet":"This TLC resource, co-developed in partnership with the Academic Integrity Office (AIO), is designed to guide you through the process of recognizing and responding when you suspect misuse of generative artificial intelligence (genAI) in your classroom.","sourceSnapshotHash":"1afd1aed8ea1063f97d157d19a6f7e819e3347001eaf809ff353709e78e45f22","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"blocked","normalizedValue":"p4_never_any_ai_tool_p3_p4_not_unlicensed","summary":"University of California, Santa Cruz has 2 source-backed public claims for approved tools; deterministic analysis status: blocked.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This blocked status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-ai-data-protection","ucsc-claim-approved-tools-staff"],"evidenceSourceUrls":["https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","https://its.ucsc.edu/get-support/it-guides/guide-use-artificial-intelligence-ai-safely/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.786,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"ucsc-claim-ai-data-protection","sourceUrl":"https://its.ucsc.edu/get-support/it-guides/guide-use-artificial-intelligence-ai-safely/","sourceLanguage":"en-US","evidenceSnippet":"University standards prohibit entering sensitive data — P3 or P4 data, including personally identifiable and FERPA-protected records — into any unlicensed tool.","sourceSnapshotHash":"a63d31111ffe866329361e56c70e7c23ecc29a85c76c459a61e1bc74b496dbb1","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-approved-tools-staff","sourceUrl":"https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","sourceLanguage":"en-US","evidenceSnippet":"The Artificial Intelligence (AI) tools listed on this page are available at UC Santa Cruz and protected by campus and UC-system agreements.","sourceSnapshotHash":"c2c83fa9ac38367a549f5e517a82e64222f70ed4d8270b328f53f6d27e83a88f","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"blocked","normalizedValue":"p4_never_any_ai_tool_p3_p4_not_unlicensed","summary":"University of California, Santa Cruz has 2 source-backed public claims for named ai services; deterministic analysis status: blocked.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This blocked status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-ai-data-protection","ucsc-claim-approved-tools-staff"],"evidenceSourceUrls":["https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","https://its.ucsc.edu/get-support/it-guides/guide-use-artificial-intelligence-ai-safely/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.786,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"ucsc-claim-ai-data-protection","sourceUrl":"https://its.ucsc.edu/get-support/it-guides/guide-use-artificial-intelligence-ai-safely/","sourceLanguage":"en-US","evidenceSnippet":"University standards prohibit entering sensitive data — P3 or P4 data, including personally identifiable and FERPA-protected records — into any unlicensed tool.","sourceSnapshotHash":"a63d31111ffe866329361e56c70e7c23ecc29a85c76c459a61e1bc74b496dbb1","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-approved-tools-staff","sourceUrl":"https://its.ucsc.edu/get-support/it-guides/guide-comparison-of-ucsc-licensed-ai-tools/","sourceLanguage":"en-US","evidenceSnippet":"The Artificial Intelligence (AI) tools listed on this page are available at UC Santa Cruz and protected by campus and UC-system agreements.","sourceSnapshotHash":"c2c83fa9ac38367a549f5e517a82e64222f70ed4d8270b328f53f6d27e83a88f","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"tlc_aio_guidance_suspected_genai_misuse","summary":"University of California, Santa Cruz has 2 source-backed public claims for teaching guidance; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses instructors, teaching, classroom policy, assessment design, or syllabus language. This recommended status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-ai-academic-integrity-response","ucsc-claim-tlc-course-ai-policy"],"evidenceSourceUrls":["https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.735,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"ucsc-claim-ai-academic-integrity-response","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/ai-and-academic-integrity/","sourceLanguage":"en-US","evidenceSnippet":"This TLC resource, co-developed in partnership with the Academic Integrity Office (AIO), is designed to guide you through the process of recognizing and responding when you suspect misuse of generative artificial intelligence (genAI) in your classroom.","sourceSnapshotHash":"1afd1aed8ea1063f97d157d19a6f7e819e3347001eaf809ff353709e78e45f22","reviewState":"agent_reviewed"},{"claimId":"ucsc-claim-tlc-course-ai-policy","sourceUrl":"https://tlc.ucsc.edu/academic-integrity/generative-ai-use-policy/","sourceLanguage":"en-US","evidenceSnippet":"A clear, well-planned policy—integrated into your syllabus—provides students with transparent expectations, supports academic integrity, and ensures equitable application across disciplines.","sourceSnapshotHash":"a665f3cd786b05071c1bad108254ab7ad864c8b3df3afc07b183c526fee08c3c","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"recommended","normalizedValue":"human_subjects_ai_contact_irb","summary":"University of California, Santa Cruz has 1 source-backed public claim for research guidance; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses research use, publication ethics, research data, grants, or human-subjects compliance. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["ucsc-claim-ai-research-human-subjects"],"evidenceSourceUrls":["https://campusai.ucsc.edu/faq/"],"sourceLanguages":["en-US"],"reviewState":"machine_candidate","confidence":0.714,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"ucsc-claim-ai-research-human-subjects","sourceUrl":"https://campusai.ucsc.edu/faq/","sourceLanguage":"en-US","evidenceSnippet":"If you are considering using AI in human subjects research, contact UCSC’s IRB office at orca@ucsc.edu.","sourceSnapshotHash":"3ed7daedbfe3aaf2976b39447349c838fc5d1edbfd4c9ba5dcbf81e0bc8676d0","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"not_mentioned","summary":"No source-backed public claim about AI security review or procurement is present in this profile.","explanation":"This is an absence-of-evidence marker for the current tracker profile, not proof that no such policy exists.","evidenceClaimIds":[],"evidenceSourceUrls":[],"sourceLanguages":[],"reviewState":"machine_candidate","confidence":0,"evidenceCount":0,"sourceCount":0,"notMentionedReason":"The current public tracker record does not contain claim evidence about security review, procurement, vendor approval, risk assessment, authentication, SSO, or enterprise licensing.","basis":[]}],"limitations":["Policy analysis profiles are deterministic summaries of public tracker claims and are not final policy conclusions.","Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score, strictness score, legal adequacy score, safety score, or institutional compliance score.","This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page."],"suggestedCitation":"University AI Policy Tracker. \"University of California, Santa Cruz policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-california-santa-cruz"}}