{"apiVersion":"v1","generatedAt":"2026-05-12T05:06:05.383Z","canonicalUrl":"https://eduaipolicy.org/universities/princeton-university","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":"Princeton University policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/princeton-university","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/princeton-university.json","suggestedCitation":"University AI Policy Tracker. \"Princeton University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/princeton-university","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":"princeton-university","entityName":"Princeton University","canonicalUrl":"https://eduaipolicy.org/universities/princeton-university","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/princeton-university.json","generatedAt":"2026-05-10T22:22:55.404Z","basedOnClaimIds":["CL-001","CL-002","CL-003","CL-004","CL-005","CL-006","CL-007","CL-008"],"basedOnSourceUrls":["https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","https://odoc.princeton.edu/faculty/teaching-support/course-procedures-policies","https://oit.princeton.edu/generative-ai","https://oit.princeton.edu/microsoft-copilot-princeton-university","https://oit.princeton.edu/policies/generative-ai-tools-use-policy","https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.819,"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":["CL-001","CL-007","CL-008"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["CL-001","CL-002"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["CL-001","CL-002"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["CL-001","CL-002","CL-007","CL-004","CL-005"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["CL-001","CL-002","CL-007","CL-004","CL-005"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"blocked","evidenceClaimIds":["CL-003","CL-005","CL-006","CL-008"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"blocked","evidenceClaimIds":["CL-003","CL-006"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["CL-001","CL-002","CL-007","CL-004","CL-005"],"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":"public_policy_or_guidance_source_present:unclear","summary":"Princeton University 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":["CL-001","CL-007","CL-008"],"evidenceSourceUrls":["https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","https://oit.princeton.edu/generative-ai","https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.819,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"CL-001","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"As defined in section 2.4.7 , generative artificial intelligence (AI) is not a source, since its output is not produced by a person. If generative AI is permitted by the instructor (for brainstorming, outlining, etc.), students must disclose its use rather than cite or acknowledge the use, since it is an algorithm rather than a source. All the tenets of scholarly integrity apply to use of generative AI: students must not pass off any output by generative AI as their own, and so a failure of disclosure, even in a course where generative AI is permitted, is a scholarly integrity violation.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-007","sourceUrl":"https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","sourceLanguage":"en","evidenceSnippet":"First and foremost, the decision to allow, limit, or prohibit generative AI in a course or in undergraduate independent work will remain our faculty's. Faculty members have the discretion to set their own generative AI policy for their courses.","sourceSnapshotHash":"31268a5979e68de8a1c6deb66f40f54ab94547cfc98b040de223653ed0f49592","reviewState":"agent_reviewed"},{"claimId":"CL-008","sourceUrl":"https://oit.princeton.edu/generative-ai","sourceLanguage":"en","evidenceSnippet":"Don't use non-public Princeton data in public Gen AI tools. University Information classified as Restricted must not be used with any AI tool.","sourceSnapshotHash":"e8dab856f2ce8af71a0c1e97771a3778a0f380d93d94c2accd9034af463178f4","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"recommended","normalizedValue":"ai_use_disclosure_or_acknowledgement_addressed:recommended","summary":"Princeton University 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":["CL-001","CL-002"],"evidenceSourceUrls":["https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"CL-001","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"As defined in section 2.4.7 , generative artificial intelligence (AI) is not a source, since its output is not produced by a person. If generative AI is permitted by the instructor (for brainstorming, outlining, etc.), students must disclose its use rather than cite or acknowledge the use, since it is an algorithm rather than a source. All the tenets of scholarly integrity apply to use of generative AI: students must not pass off any output by generative AI as their own, and so a failure of disclosure, even in a course where generative AI is permitted, is a scholarly integrity violation.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-002","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"Students are responsible for familiarizing themselves with and adhering to course and departmental policies regarding the use of generative AI. Inappropriate uses of the results of generative AI on any work submitted to fulfill an academic requirement, such as directly copying the output, representing output generated by or derived from generative AI as their own, exceeding the parameters specified by the instructor, or failing to disclose its use, would constitute violations of academic integrity.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"course_or_assignment_dependent:restricted","summary":"Princeton University has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["CL-001","CL-002","CL-007","CL-004","CL-005"],"evidenceSourceUrls":["https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","https://odoc.princeton.edu/faculty/teaching-support/course-procedures-policies","https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.821,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"CL-001","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"As defined in section 2.4.7 , generative artificial intelligence (AI) is not a source, since its output is not produced by a person. If generative AI is permitted by the instructor (for brainstorming, outlining, etc.), students must disclose its use rather than cite or acknowledge the use, since it is an algorithm rather than a source. All the tenets of scholarly integrity apply to use of generative AI: students must not pass off any output by generative AI as their own, and so a failure of disclosure, even in a course where generative AI is permitted, is a scholarly integrity violation.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-002","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"Students are responsible for familiarizing themselves with and adhering to course and departmental policies regarding the use of generative AI. Inappropriate uses of the results of generative AI on any work submitted to fulfill an academic requirement, such as directly copying the output, representing output generated by or derived from generative AI as their own, exceeding the parameters specified by the instructor, or failing to disclose its use, would constitute violations of academic integrity.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-007","sourceUrl":"https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","sourceLanguage":"en","evidenceSnippet":"First and foremost, the decision to allow, limit, or prohibit generative AI in a course or in undergraduate independent work will remain our faculty's. Faculty members have the discretion to set their own generative AI policy for their courses.","sourceSnapshotHash":"31268a5979e68de8a1c6deb66f40f54ab94547cfc98b040de223653ed0f49592","reviewState":"agent_reviewed"},{"claimId":"CL-004","sourceUrl":"https://odoc.princeton.edu/faculty/teaching-support/course-procedures-policies","sourceLanguage":"en","evidenceSnippet":"Faculty must set clear expectations for whether, when, and how generative AI can be used and state those expectations in the course syllabus. Work created with the assistance of AI tools should never be a proxy for original work.","sourceSnapshotHash":"147b153f2061065acb2887f2fb69e25fb558f524d9e7e07878f4931016d47fff","reviewState":"agent_reviewed"},{"claimId":"CL-005","sourceUrl":"https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","sourceLanguage":"en","evidenceSnippet":"Though companies like Turnitin, ZeroGPT, and OpenAI have all developed AI detection capabilities, we do not recommend you use such software to attempt to determine if student work is AI-generated. Our recommendation against using these tools is based both on Princeton's standards for scholarly integrity and the practical limits of these tools. Detection tools seem unreliable at best and biased at worst.","sourceSnapshotHash":"2707a96d56f7bcf845ec74b9e29a3f4fde54615bc41686f8067e279435eaccbc","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"exam_or_assessment_ai_use_addressed:restricted","summary":"Princeton University has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["CL-001","CL-002","CL-007","CL-004","CL-005"],"evidenceSourceUrls":["https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","https://odoc.princeton.edu/faculty/teaching-support/course-procedures-policies","https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.821,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"CL-001","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"As defined in section 2.4.7 , generative artificial intelligence (AI) is not a source, since its output is not produced by a person. If generative AI is permitted by the instructor (for brainstorming, outlining, etc.), students must disclose its use rather than cite or acknowledge the use, since it is an algorithm rather than a source. All the tenets of scholarly integrity apply to use of generative AI: students must not pass off any output by generative AI as their own, and so a failure of disclosure, even in a course where generative AI is permitted, is a scholarly integrity violation.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-002","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"Students are responsible for familiarizing themselves with and adhering to course and departmental policies regarding the use of generative AI. Inappropriate uses of the results of generative AI on any work submitted to fulfill an academic requirement, such as directly copying the output, representing output generated by or derived from generative AI as their own, exceeding the parameters specified by the instructor, or failing to disclose its use, would constitute violations of academic integrity.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-007","sourceUrl":"https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","sourceLanguage":"en","evidenceSnippet":"First and foremost, the decision to allow, limit, or prohibit generative AI in a course or in undergraduate independent work will remain our faculty's. Faculty members have the discretion to set their own generative AI policy for their courses.","sourceSnapshotHash":"31268a5979e68de8a1c6deb66f40f54ab94547cfc98b040de223653ed0f49592","reviewState":"agent_reviewed"},{"claimId":"CL-004","sourceUrl":"https://odoc.princeton.edu/faculty/teaching-support/course-procedures-policies","sourceLanguage":"en","evidenceSnippet":"Faculty must set clear expectations for whether, when, and how generative AI can be used and state those expectations in the course syllabus. Work created with the assistance of AI tools should never be a proxy for original work.","sourceSnapshotHash":"147b153f2061065acb2887f2fb69e25fb558f524d9e7e07878f4931016d47fff","reviewState":"agent_reviewed"},{"claimId":"CL-005","sourceUrl":"https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","sourceLanguage":"en","evidenceSnippet":"Though companies like Turnitin, ZeroGPT, and OpenAI have all developed AI detection capabilities, we do not recommend you use such software to attempt to determine if student work is AI-generated. Our recommendation against using these tools is based both on Princeton's standards for scholarly integrity and the practical limits of these tools. Detection tools seem unreliable at best and biased at worst.","sourceSnapshotHash":"2707a96d56f7bcf845ec74b9e29a3f4fde54615bc41686f8067e279435eaccbc","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"blocked","normalizedValue":"sensitive_or_confidential_data_restricted:blocked","summary":"Princeton University has 4 source-backed public claims for privacy and data entry; deterministic analysis status: blocked.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. This blocked 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":["CL-003","CL-005","CL-006","CL-008"],"evidenceSourceUrls":["https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","https://oit.princeton.edu/generative-ai","https://oit.princeton.edu/microsoft-copilot-princeton-university","https://oit.princeton.edu/policies/generative-ai-tools-use-policy"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.816,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"CL-003","sourceUrl":"https://oit.princeton.edu/policies/generative-ai-tools-use-policy","sourceLanguage":"en","evidenceSnippet":"University Information classified as Internal or Confidential under the University's Information Security Policy. The use of publicly available generative AI tools in conjunction with such Princeton Information is not permitted by the University.","sourceSnapshotHash":"6ec973c33d6af510975ba74a6d0cd053e83e13f1bc770ec7b7d3fa278d9787e2","reviewState":"agent_reviewed"},{"claimId":"CL-005","sourceUrl":"https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","sourceLanguage":"en","evidenceSnippet":"Though companies like Turnitin, ZeroGPT, and OpenAI have all developed AI detection capabilities, we do not recommend you use such software to attempt to determine if student work is AI-generated. Our recommendation against using these tools is based both on Princeton's standards for scholarly integrity and the practical limits of these tools. Detection tools seem unreliable at best and biased at worst.","sourceSnapshotHash":"2707a96d56f7bcf845ec74b9e29a3f4fde54615bc41686f8067e279435eaccbc","reviewState":"agent_reviewed"},{"claimId":"CL-006","sourceUrl":"https://oit.princeton.edu/microsoft-copilot-princeton-university","sourceLanguage":"en","evidenceSnippet":"Copilot is currently the only generative AI tool made available by the Office of Information Technology (OIT). When you are logged in to Copilot with your Princeton University account, you are using Copilot with Enterprise Data Protection which better protects information.","sourceSnapshotHash":"c7f89bb594fe09a82af1b60f9bdecfe50358cfb0a858b070bd6f64ca647a5946","reviewState":"agent_reviewed"},{"claimId":"CL-008","sourceUrl":"https://oit.princeton.edu/generative-ai","sourceLanguage":"en","evidenceSnippet":"Don't use non-public Princeton data in public Gen AI tools. University Information classified as Restricted must not be used with any AI tool.","sourceSnapshotHash":"e8dab856f2ce8af71a0c1e97771a3778a0f380d93d94c2accd9034af463178f4","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"required","normalizedValue":"ai_use_subject_to_academic_integrity_rules:required","summary":"Princeton University has 2 source-backed public claims for academic integrity; deterministic analysis status: required.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. 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":["CL-001","CL-002"],"evidenceSourceUrls":["https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.825,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"CL-001","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"As defined in section 2.4.7 , generative artificial intelligence (AI) is not a source, since its output is not produced by a person. If generative AI is permitted by the instructor (for brainstorming, outlining, etc.), students must disclose its use rather than cite or acknowledge the use, since it is an algorithm rather than a source. All the tenets of scholarly integrity apply to use of generative AI: students must not pass off any output by generative AI as their own, and so a failure of disclosure, even in a course where generative AI is permitted, is a scholarly integrity violation.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-002","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"Students are responsible for familiarizing themselves with and adhering to course and departmental policies regarding the use of generative AI. Inappropriate uses of the results of generative AI on any work submitted to fulfill an academic requirement, such as directly copying the output, representing output generated by or derived from generative AI as their own, exceeding the parameters specified by the instructor, or failing to disclose its use, would constitute violations of academic integrity.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"blocked","normalizedValue":"approved_or_licensed_ai_tools_identified:blocked","summary":"Princeton University 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":["CL-003","CL-006"],"evidenceSourceUrls":["https://oit.princeton.edu/microsoft-copilot-princeton-university","https://oit.princeton.edu/policies/generative-ai-tools-use-policy"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.82,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"CL-003","sourceUrl":"https://oit.princeton.edu/policies/generative-ai-tools-use-policy","sourceLanguage":"en","evidenceSnippet":"University Information classified as Internal or Confidential under the University's Information Security Policy. The use of publicly available generative AI tools in conjunction with such Princeton Information is not permitted by the University.","sourceSnapshotHash":"6ec973c33d6af510975ba74a6d0cd053e83e13f1bc770ec7b7d3fa278d9787e2","reviewState":"agent_reviewed"},{"claimId":"CL-006","sourceUrl":"https://oit.princeton.edu/microsoft-copilot-princeton-university","sourceLanguage":"en","evidenceSnippet":"Copilot is currently the only generative AI tool made available by the Office of Information Technology (OIT). When you are logged in to Copilot with your Princeton University account, you are using Copilot with Enterprise Data Protection which better protects information.","sourceSnapshotHash":"c7f89bb594fe09a82af1b60f9bdecfe50358cfb0a858b070bd6f64ca647a5946","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"blocked","normalizedValue":"named_ai_services_present:blocked","summary":"Princeton University has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["CL-003","CL-006","CL-008"],"evidenceSourceUrls":["https://oit.princeton.edu/generative-ai","https://oit.princeton.edu/microsoft-copilot-princeton-university","https://oit.princeton.edu/policies/generative-ai-tools-use-policy"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.816,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"CL-003","sourceUrl":"https://oit.princeton.edu/policies/generative-ai-tools-use-policy","sourceLanguage":"en","evidenceSnippet":"University Information classified as Internal or Confidential under the University's Information Security Policy. The use of publicly available generative AI tools in conjunction with such Princeton Information is not permitted by the University.","sourceSnapshotHash":"6ec973c33d6af510975ba74a6d0cd053e83e13f1bc770ec7b7d3fa278d9787e2","reviewState":"agent_reviewed"},{"claimId":"CL-006","sourceUrl":"https://oit.princeton.edu/microsoft-copilot-princeton-university","sourceLanguage":"en","evidenceSnippet":"Copilot is currently the only generative AI tool made available by the Office of Information Technology (OIT). When you are logged in to Copilot with your Princeton University account, you are using Copilot with Enterprise Data Protection which better protects information.","sourceSnapshotHash":"c7f89bb594fe09a82af1b60f9bdecfe50358cfb0a858b070bd6f64ca647a5946","reviewState":"agent_reviewed"},{"claimId":"CL-008","sourceUrl":"https://oit.princeton.edu/generative-ai","sourceLanguage":"en","evidenceSnippet":"Don't use non-public Princeton data in public Gen AI tools. University Information classified as Restricted must not be used with any AI tool.","sourceSnapshotHash":"e8dab856f2ce8af71a0c1e97771a3778a0f380d93d94c2accd9034af463178f4","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"instructor_or_teaching_guidance_available:recommended","summary":"Princeton University has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["CL-001","CL-002","CL-007","CL-004","CL-005"],"evidenceSourceUrls":["https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","https://odoc.princeton.edu/faculty/teaching-support/course-procedures-policies","https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.821,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"CL-001","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"As defined in section 2.4.7 , generative artificial intelligence (AI) is not a source, since its output is not produced by a person. If generative AI is permitted by the instructor (for brainstorming, outlining, etc.), students must disclose its use rather than cite or acknowledge the use, since it is an algorithm rather than a source. All the tenets of scholarly integrity apply to use of generative AI: students must not pass off any output by generative AI as their own, and so a failure of disclosure, even in a course where generative AI is permitted, is a scholarly integrity violation.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-002","sourceUrl":"https://scholarlyintegrity.princeton.edu/students/disclosing-generative-ai-use","sourceLanguage":"en","evidenceSnippet":"Students are responsible for familiarizing themselves with and adhering to course and departmental policies regarding the use of generative AI. Inappropriate uses of the results of generative AI on any work submitted to fulfill an academic requirement, such as directly copying the output, representing output generated by or derived from generative AI as their own, exceeding the parameters specified by the instructor, or failing to disclose its use, would constitute violations of academic integrity.","sourceSnapshotHash":"40e8a1bd0cfb4f0fdc02a66ce335cfa46043c343af36dc1104ba02874187d355","reviewState":"agent_reviewed"},{"claimId":"CL-007","sourceUrl":"https://odoc.princeton.edu/about/official-deans-communications/2023/generative-ai-teaching-and-learning-fall-2023-faculty-and","sourceLanguage":"en","evidenceSnippet":"First and foremost, the decision to allow, limit, or prohibit generative AI in a course or in undergraduate independent work will remain our faculty's. Faculty members have the discretion to set their own generative AI policy for their courses.","sourceSnapshotHash":"31268a5979e68de8a1c6deb66f40f54ab94547cfc98b040de223653ed0f49592","reviewState":"agent_reviewed"},{"claimId":"CL-004","sourceUrl":"https://odoc.princeton.edu/faculty/teaching-support/course-procedures-policies","sourceLanguage":"en","evidenceSnippet":"Faculty must set clear expectations for whether, when, and how generative AI can be used and state those expectations in the course syllabus. Work created with the assistance of AI tools should never be a proxy for original work.","sourceSnapshotHash":"147b153f2061065acb2887f2fb69e25fb558f524d9e7e07878f4931016d47fff","reviewState":"agent_reviewed"},{"claimId":"CL-005","sourceUrl":"https://mcgraw.princeton.edu/generative-ai-and-our-classrooms","sourceLanguage":"en","evidenceSnippet":"Though companies like Turnitin, ZeroGPT, and OpenAI have all developed AI detection capabilities, we do not recommend you use such software to attempt to determine if student work is AI-generated. Our recommendation against using these tools is based both on Princeton's standards for scholarly integrity and the practical limits of these tools. Detection tools seem unreliable at best and biased at worst.","sourceSnapshotHash":"2707a96d56f7bcf845ec74b9e29a3f4fde54615bc41686f8067e279435eaccbc","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":"allowed","normalizedValue":"security_procurement_or_enterprise_review_addressed:allowed","summary":"Princeton University has 1 source-backed public claim for security and procurement; deterministic analysis status: allowed.","explanation":"Whether public guidance addresses security review, procurement, vendor approval, risk assessment, authentication, SSO, or licensing. This 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":["CL-006"],"evidenceSourceUrls":["https://oit.princeton.edu/microsoft-copilot-princeton-university"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"CL-006","sourceUrl":"https://oit.princeton.edu/microsoft-copilot-princeton-university","sourceLanguage":"en","evidenceSnippet":"Copilot is currently the only generative AI tool made available by the Office of Information Technology (OIT). When you are logged in to Copilot with your Princeton University account, you are using Copilot with Enterprise Data Protection which better protects information.","sourceSnapshotHash":"c7f89bb594fe09a82af1b60f9bdecfe50358cfb0a858b070bd6f64ca647a5946","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. \"Princeton University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/princeton-university"}}