{"apiVersion":"v1","generatedAt":"2026-05-20T14:30:27.102Z","canonicalUrl":"https://eduaipolicy.org/universities/university-of-cincinnati","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. Official source documents, page text, PDFs, and other source materials retain their original rights and terms.","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."],"citation":{"citationTitle":"University of Cincinnati policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/university-of-cincinnati","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-cincinnati.json","suggestedCitation":"University AI Policy Tracker. \"University of Cincinnati policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-cincinnati","sourceRightsPolicy":"Tracker metadata is open licensed. 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-cincinnati","entityName":"University of Cincinnati","canonicalUrl":"https://eduaipolicy.org/universities/university-of-cincinnati","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-cincinnati.json","generatedAt":"2026-05-18T05:47:00.000Z","basedOnClaimIds":["claim-uc-ai-detection-caution","claim-uc-applicable-policies","claim-uc-licensed-tools-credentials","claim-uc-public-data-boundary","claim-uc-syllabus-ai-policy"],"basedOnSourceUrls":["https://ai.uc.edu/about/ai-guidelines","https://ai.uc.edu/about/ai-policies","https://ai.uc.edu/about/rftl"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.763,"coverageScore":{"score":85,"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":["claim-uc-public-data-boundary","claim-uc-licensed-tools-credentials","claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"conditionally_allowed","evidenceClaimIds":["claim-uc-ai-detection-caution"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"conditionally_allowed","evidenceClaimIds":["claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"conditionally_allowed","evidenceClaimIds":["claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-uc-public-data-boundary","claim-uc-licensed-tools-credentials"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["claim-uc-licensed-tools-credentials","claim-uc-applicable-policies"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"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":"AI use limited to public data in guidance","summary":"University of Cincinnati has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-uc-public-data-boundary","claim-uc-licensed-tools-credentials","claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"evidenceSourceUrls":["https://ai.uc.edu/about/ai-guidelines","https://ai.uc.edu/about/rftl"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.767,"evidenceCount":4,"sourceCount":2,"basis":[{"claimId":"claim-uc-public-data-boundary","sourceUrl":"https://ai.uc.edu/about/ai-guidelines","sourceLanguage":"en","evidenceSnippet":"Verify that the information or data you intend to interact with is classified as “Public” under the university's Data Classification Policy before using AI or Generative AI tools. The use of AI technology should not involve confidential, sensitive, or restricted information.","sourceSnapshotHash":"ec88d080622abc8437619c673888f791a7bb7a72d34ac5af80e5918cc9702161","reviewState":"agent_reviewed"},{"claimId":"claim-uc-licensed-tools-credentials","sourceUrl":"https://ai.uc.edu/about/ai-guidelines","sourceLanguage":"en","evidenceSnippet":"The university’s software licensing agreements offer privacy-protected access to select AI and Generative AI tools for university-related academic and administrative use. It is strongly recommended that you log into UC tools with your UC credentials","sourceSnapshotHash":"ec88d080622abc8437619c673888f791a7bb7a72d34ac5af80e5918cc9702161","reviewState":"agent_reviewed"},{"claimId":"claim-uc-syllabus-ai-policy","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Include clear policies around AI writing on your syllabus. Tell students how (or if) they will be allowed to use generative AI and let them know why.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"},{"claimId":"claim-uc-ai-detection-caution","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Generative AI detection tools, like Turnitin, can produce both false positives and false negatives, so instructors should not over rely on these platforms when determining whether students are using AI.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"not_mentioned","summary":"No source-backed public claim about AI disclosure or acknowledgement 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 disclosing, acknowledging, citing, or declaring AI use.","basis":[]},{"key":"coursework","label":"Coursework","status":"conditionally_allowed","normalizedValue":"course-level syllabus AI policy guidance","summary":"University of Cincinnati has 2 source-backed public claims for coursework; deterministic analysis status: conditionally_allowed.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This conditionally_allowed 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":["claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"evidenceSourceUrls":["https://ai.uc.edu/about/rftl"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.752,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-uc-syllabus-ai-policy","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Include clear policies around AI writing on your syllabus. Tell students how (or if) they will be allowed to use generative AI and let them know why.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"},{"claimId":"claim-uc-ai-detection-caution","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Generative AI detection tools, like Turnitin, can produce both false positives and false negatives, so instructors should not over rely on these platforms when determining whether students are using AI.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"conditionally_allowed","normalizedValue":"course-level syllabus AI policy guidance","summary":"University of Cincinnati has 2 source-backed public claims for exams; deterministic analysis status: conditionally_allowed.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This conditionally_allowed 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":["claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"evidenceSourceUrls":["https://ai.uc.edu/about/rftl"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.752,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-uc-syllabus-ai-policy","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Include clear policies around AI writing on your syllabus. Tell students how (or if) they will be allowed to use generative AI and let them know why.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"},{"claimId":"claim-uc-ai-detection-caution","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Generative AI detection tools, like Turnitin, can produce both false positives and false negatives, so instructors should not over rely on these platforms when determining whether students are using AI.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"AI use limited to public data in guidance","summary":"University of Cincinnati has 2 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-uc-public-data-boundary","claim-uc-licensed-tools-credentials"],"evidenceSourceUrls":["https://ai.uc.edu/about/ai-guidelines"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-uc-public-data-boundary","sourceUrl":"https://ai.uc.edu/about/ai-guidelines","sourceLanguage":"en","evidenceSnippet":"Verify that the information or data you intend to interact with is classified as “Public” under the university's Data Classification Policy before using AI or Generative AI tools. The use of AI technology should not involve confidential, sensitive, or restricted information.","sourceSnapshotHash":"ec88d080622abc8437619c673888f791a7bb7a72d34ac5af80e5918cc9702161","reviewState":"agent_reviewed"},{"claimId":"claim-uc-licensed-tools-credentials","sourceUrl":"https://ai.uc.edu/about/ai-guidelines","sourceLanguage":"en","evidenceSnippet":"The university’s software licensing agreements offer privacy-protected access to select AI and Generative AI tools for university-related academic and administrative use. It is strongly recommended that you log into UC tools with your UC credentials","sourceSnapshotHash":"ec88d080622abc8437619c673888f791a7bb7a72d34ac5af80e5918cc9702161","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"conditionally_allowed","normalizedValue":"AI detection tools should not be over-relied on","summary":"University of Cincinnati 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":["claim-uc-ai-detection-caution"],"evidenceSourceUrls":["https://ai.uc.edu/about/rftl"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.748,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-uc-ai-detection-caution","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Generative AI detection tools, like Turnitin, can produce both false positives and false negatives, so instructors should not over rely on these platforms when determining whether students are using AI.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"required","normalizedValue":"strongly recommends UC credentials for UC-licensed AI tools","summary":"University of Cincinnati has 2 source-backed public claims for approved tools; deterministic analysis status: required.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This required 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":["claim-uc-licensed-tools-credentials","claim-uc-applicable-policies"],"evidenceSourceUrls":["https://ai.uc.edu/about/ai-guidelines","https://ai.uc.edu/about/ai-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.769,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-uc-licensed-tools-credentials","sourceUrl":"https://ai.uc.edu/about/ai-guidelines","sourceLanguage":"en","evidenceSnippet":"The university’s software licensing agreements offer privacy-protected access to select AI and Generative AI tools for university-related academic and administrative use. It is strongly recommended that you log into UC tools with your UC credentials","sourceSnapshotHash":"ec88d080622abc8437619c673888f791a7bb7a72d34ac5af80e5918cc9702161","reviewState":"agent_reviewed"},{"claimId":"claim-uc-applicable-policies","sourceUrl":"https://ai.uc.edu/about/ai-policies","sourceLanguage":"en","evidenceSnippet":"All persons with access to UC digital infrastructure, data, or services are required to comply with these policies while utilizing AI at the university.","sourceSnapshotHash":"3c047781d2fc78a38792bdd36d9ec618aec309cac76b536ead6fd295dae3ce0c","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"AI use limited to public data in guidance","summary":"University of Cincinnati has 2 source-backed public claims for named ai services; deterministic analysis status: restricted.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This restricted 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":["claim-uc-public-data-boundary","claim-uc-licensed-tools-credentials"],"evidenceSourceUrls":["https://ai.uc.edu/about/ai-guidelines"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-uc-public-data-boundary","sourceUrl":"https://ai.uc.edu/about/ai-guidelines","sourceLanguage":"en","evidenceSnippet":"Verify that the information or data you intend to interact with is classified as “Public” under the university's Data Classification Policy before using AI or Generative AI tools. The use of AI technology should not involve confidential, sensitive, or restricted information.","sourceSnapshotHash":"ec88d080622abc8437619c673888f791a7bb7a72d34ac5af80e5918cc9702161","reviewState":"agent_reviewed"},{"claimId":"claim-uc-licensed-tools-credentials","sourceUrl":"https://ai.uc.edu/about/ai-guidelines","sourceLanguage":"en","evidenceSnippet":"The university’s software licensing agreements offer privacy-protected access to select AI and Generative AI tools for university-related academic and administrative use. It is strongly recommended that you log into UC tools with your UC credentials","sourceSnapshotHash":"ec88d080622abc8437619c673888f791a7bb7a72d34ac5af80e5918cc9702161","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"course-level syllabus AI policy guidance","summary":"University of Cincinnati 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":["claim-uc-syllabus-ai-policy","claim-uc-ai-detection-caution"],"evidenceSourceUrls":["https://ai.uc.edu/about/rftl"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.752,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-uc-syllabus-ai-policy","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Include clear policies around AI writing on your syllabus. Tell students how (or if) they will be allowed to use generative AI and let them know why.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"},{"claimId":"claim-uc-ai-detection-caution","sourceUrl":"https://ai.uc.edu/about/rftl","sourceLanguage":"en","evidenceSnippet":"Generative AI detection tools, like Turnitin, can produce both false positives and false negatives, so instructors should not over rely on these platforms when determining whether students are using AI.","sourceSnapshotHash":"582140072a723ee754c1423128566be2da495f9c5612b5b6d8a165bbcc2081b3","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"not_mentioned","summary":"No source-backed public claim about research AI use 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 research use, publication ethics, research data, grants, or human-subjects compliance.","basis":[]},{"key":"security_procurement","label":"Security and procurement","status":"required","normalizedValue":"UC information security policies apply to AI use","summary":"University of Cincinnati has 1 source-backed public claim for security and procurement; deterministic analysis status: required.","explanation":"Whether public guidance addresses security review, procurement, vendor approval, risk assessment, authentication, SSO, or licensing. This required 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":["claim-uc-applicable-policies"],"evidenceSourceUrls":["https://ai.uc.edu/about/ai-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-uc-applicable-policies","sourceUrl":"https://ai.uc.edu/about/ai-policies","sourceLanguage":"en","evidenceSnippet":"All persons with access to UC digital infrastructure, data, or services are required to comply with these policies while utilizing AI at the university.","sourceSnapshotHash":"3c047781d2fc78a38792bdd36d9ec618aec309cac76b536ead6fd295dae3ce0c","reviewState":"agent_reviewed"}]}],"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 Cincinnati policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-cincinnati"}}