{"apiVersion":"v1","generatedAt":"2026-05-31T21:02:16.286Z","canonicalUrl":"https://eduaipolicy.org/universities/university-of-new-hampshire","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 New Hampshire policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/university-of-new-hampshire","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-new-hampshire.json","suggestedCitation":"University AI Policy Tracker. \"University of New Hampshire policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-new-hampshire","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-new-hampshire","entityName":"University of New Hampshire","canonicalUrl":"https://eduaipolicy.org/universities/university-of-new-hampshire","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-new-hampshire.json","generatedAt":"2026-05-25T06:26:27.000Z","basedOnClaimIds":["unh-ai-course-disclosure-20260525","unh-ai-ferpa-detection-evaluation-20260525","unh-ai-source-status-teaching-resources-20260525","unh-ai-unauthorized-use-integrity-20260525","usnh-ai-chatbot-secure-tooling-20260525","usnh-ai-nonpublic-data-standard-20260525"],"basedOnSourceUrls":["https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","https://www.unh.edu/teaching-learning-resource-hub/delivery/generative-artificial-intelligence","https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.785,"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":["unh-ai-unauthorized-use-integrity-20260525","unh-ai-ferpa-detection-evaluation-20260525","unh-ai-course-disclosure-20260525","unh-ai-source-status-teaching-resources-20260525"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["unh-ai-unauthorized-use-integrity-20260525"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["unh-ai-unauthorized-use-integrity-20260525","unh-ai-ferpa-detection-evaluation-20260525","unh-ai-course-disclosure-20260525"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["unh-ai-unauthorized-use-integrity-20260525","unh-ai-ferpa-detection-evaluation-20260525","usnh-ai-chatbot-secure-tooling-20260525","unh-ai-course-disclosure-20260525","unh-ai-source-status-teaching-resources-20260525"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["unh-ai-unauthorized-use-integrity-20260525","usnh-ai-chatbot-secure-tooling-20260525","unh-ai-course-disclosure-20260525"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["usnh-ai-nonpublic-data-standard-20260525","unh-ai-ferpa-detection-evaluation-20260525","usnh-ai-chatbot-secure-tooling-20260525"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"blocked","evidenceClaimIds":["usnh-ai-nonpublic-data-standard-20260525","usnh-ai-chatbot-secure-tooling-20260525"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["unh-ai-ferpa-detection-evaluation-20260525","unh-ai-course-disclosure-20260525","unh-ai-source-status-teaching-resources-20260525"],"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":"unauthorized_ai_tools_cheating_computer_generated_text_plagiarism","summary":"University of New Hampshire 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":["unh-ai-unauthorized-use-integrity-20260525","unh-ai-ferpa-detection-evaluation-20260525","unh-ai-course-disclosure-20260525","unh-ai-source-status-teaching-resources-20260525"],"evidenceSourceUrls":["https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","https://www.unh.edu/teaching-learning-resource-hub/delivery/generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.771,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"unh-ai-unauthorized-use-integrity-20260525","sourceUrl":"https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Cheating: Use or attempted use of any academic exercise materials, information, study aids, electronic data, AI tools, assignment/exam surrogate, or other forms of assistance without authorization. Plagiarism: Use or submission of intellectual property, ideas, evidence produced by another person, including computer generated text or work outsourced to third-parties, in whole or in part as one's own in any academic assessment without providing proper citation or attribution.","sourceSnapshotHash":"5e341a073b16e1961573539f5e29911548896e408f8469bdee69969fd4c2a7c4","reviewState":"agent_reviewed"},{"claimId":"unh-ai-ferpa-detection-evaluation-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"Turnitin and other software include features that analyze student work for potential plagiarism and use of generative AI tools... They should not be used to make definitive judgments about academic integrity. Further, uploading documents that contain student names, emails, or ID numbers constitutes a violation of FERPA. ChatGPT, Grammarly, Co-Pilot, and other tools may by useful for evaluating the content of student work. You must disclose your use to students.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"unh-ai-course-disclosure-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"The university recommends that instructors be very explicit with their students about whether any use of automated writing tools and tools that use artificial intelligence is allowed; and if allowed, be specific about just how and just when.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"unh-ai-source-status-teaching-resources-20260525","sourceUrl":"https://www.unh.edu/teaching-learning-resource-hub/delivery/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Getting Started with AI Workshop... will also cover UNH's AI-related policies and recommended practices... Workshop: Teaching Without AI... understand UNH's AI policies, and communicate clear expectations around AI use... Workshop: Partnering with AI... review key elements of UNH's AI policies.","sourceSnapshotHash":"f652866eb32157fb0e78b5399da84ffec36000cda1c06369dd5ac79a36f85447","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"unauthorized_ai_tools_cheating_computer_generated_text_plagiarism","summary":"University of New Hampshire has 3 source-backed public claims for ai disclosure; deterministic analysis status: required.","explanation":"Whether public guidance addresses disclosure, acknowledgement, citation, or declaration of AI use. This required 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":["unh-ai-unauthorized-use-integrity-20260525","unh-ai-ferpa-detection-evaluation-20260525","unh-ai-course-disclosure-20260525"],"evidenceSourceUrls":["https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.785,"evidenceCount":3,"sourceCount":2,"basis":[{"claimId":"unh-ai-unauthorized-use-integrity-20260525","sourceUrl":"https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Cheating: Use or attempted use of any academic exercise materials, information, study aids, electronic data, AI tools, assignment/exam surrogate, or other forms of assistance without authorization. Plagiarism: Use or submission of intellectual property, ideas, evidence produced by another person, including computer generated text or work outsourced to third-parties, in whole or in part as one's own in any academic assessment without providing proper citation or attribution.","sourceSnapshotHash":"5e341a073b16e1961573539f5e29911548896e408f8469bdee69969fd4c2a7c4","reviewState":"agent_reviewed"},{"claimId":"unh-ai-ferpa-detection-evaluation-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"Turnitin and other software include features that analyze student work for potential plagiarism and use of generative AI tools... They should not be used to make definitive judgments about academic integrity. Further, uploading documents that contain student names, emails, or ID numbers constitutes a violation of FERPA. ChatGPT, Grammarly, Co-Pilot, and other tools may by useful for evaluating the content of student work. You must disclose your use to students.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"unh-ai-course-disclosure-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"The university recommends that instructors be very explicit with their students about whether any use of automated writing tools and tools that use artificial intelligence is allowed; and if allowed, be specific about just how and just when.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"required","normalizedValue":"unauthorized_ai_tools_cheating_computer_generated_text_plagiarism","summary":"University of New Hampshire has 5 source-backed public claims for coursework; deterministic analysis status: required.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This required 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":["unh-ai-unauthorized-use-integrity-20260525","unh-ai-ferpa-detection-evaluation-20260525","usnh-ai-chatbot-secure-tooling-20260525","unh-ai-course-disclosure-20260525","unh-ai-source-status-teaching-resources-20260525"],"evidenceSourceUrls":["https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","https://www.unh.edu/teaching-learning-resource-hub/delivery/generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.772,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"unh-ai-unauthorized-use-integrity-20260525","sourceUrl":"https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Cheating: Use or attempted use of any academic exercise materials, information, study aids, electronic data, AI tools, assignment/exam surrogate, or other forms of assistance without authorization. Plagiarism: Use or submission of intellectual property, ideas, evidence produced by another person, including computer generated text or work outsourced to third-parties, in whole or in part as one's own in any academic assessment without providing proper citation or attribution.","sourceSnapshotHash":"5e341a073b16e1961573539f5e29911548896e408f8469bdee69969fd4c2a7c4","reviewState":"agent_reviewed"},{"claimId":"unh-ai-ferpa-detection-evaluation-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"Turnitin and other software include features that analyze student work for potential plagiarism and use of generative AI tools... They should not be used to make definitive judgments about academic integrity. Further, uploading documents that contain student names, emails, or ID numbers constitutes a violation of FERPA. ChatGPT, Grammarly, Co-Pilot, and other tools may by useful for evaluating the content of student work. You must disclose your use to students.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"usnh-ai-chatbot-secure-tooling-20260525","sourceUrl":"https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","sourceLanguage":"en","evidenceSnippet":"The platform includes several free language models (LLMs), which keep data private on the USNH network. Copilot is Microsoft's branded chatbot... We recommend signing in with your USNH account to benefit from enterprise data protection. Public platforms like ChatGPT, Bard and others are not secure and pose risks related to data privacy, intellectual property and compliance with cybersecurity standards. Any alternative must successfully complete the Security Assessment Review (SAR) process before purchase or implementation.","sourceSnapshotHash":"e6f301e2f51be835e221891a7cff434f7129630089068313f42b15430cf532cf","reviewState":"agent_reviewed"},{"claimId":"unh-ai-course-disclosure-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"The university recommends that instructors be very explicit with their students about whether any use of automated writing tools and tools that use artificial intelligence is allowed; and if allowed, be specific about just how and just when.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"unh-ai-source-status-teaching-resources-20260525","sourceUrl":"https://www.unh.edu/teaching-learning-resource-hub/delivery/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Getting Started with AI Workshop... will also cover UNH's AI-related policies and recommended practices... Workshop: Teaching Without AI... understand UNH's AI policies, and communicate clear expectations around AI use... Workshop: Partnering with AI... review key elements of UNH's AI policies.","sourceSnapshotHash":"f652866eb32157fb0e78b5399da84ffec36000cda1c06369dd5ac79a36f85447","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"required","normalizedValue":"unauthorized_ai_tools_cheating_computer_generated_text_plagiarism","summary":"University of New Hampshire has 3 source-backed public claims for exams; deterministic analysis status: required.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This required 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":["unh-ai-unauthorized-use-integrity-20260525","usnh-ai-chatbot-secure-tooling-20260525","unh-ai-course-disclosure-20260525"],"evidenceSourceUrls":["https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.785,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"unh-ai-unauthorized-use-integrity-20260525","sourceUrl":"https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Cheating: Use or attempted use of any academic exercise materials, information, study aids, electronic data, AI tools, assignment/exam surrogate, or other forms of assistance without authorization. Plagiarism: Use or submission of intellectual property, ideas, evidence produced by another person, including computer generated text or work outsourced to third-parties, in whole or in part as one's own in any academic assessment without providing proper citation or attribution.","sourceSnapshotHash":"5e341a073b16e1961573539f5e29911548896e408f8469bdee69969fd4c2a7c4","reviewState":"agent_reviewed"},{"claimId":"usnh-ai-chatbot-secure-tooling-20260525","sourceUrl":"https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","sourceLanguage":"en","evidenceSnippet":"The platform includes several free language models (LLMs), which keep data private on the USNH network. Copilot is Microsoft's branded chatbot... We recommend signing in with your USNH account to benefit from enterprise data protection. Public platforms like ChatGPT, Bard and others are not secure and pose risks related to data privacy, intellectual property and compliance with cybersecurity standards. Any alternative must successfully complete the Security Assessment Review (SAR) process before purchase or implementation.","sourceSnapshotHash":"e6f301e2f51be835e221891a7cff434f7129630089068313f42b15430cf532cf","reviewState":"agent_reviewed"},{"claimId":"unh-ai-course-disclosure-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"The university recommends that instructors be very explicit with their students about whether any use of automated writing tools and tools that use artificial intelligence is allowed; and if allowed, be specific about just how and just when.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"no_tier2_plus_data_security_review_required","summary":"University of New Hampshire 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":["usnh-ai-nonpublic-data-standard-20260525","unh-ai-ferpa-detection-evaluation-20260525","usnh-ai-chatbot-secure-tooling-20260525"],"evidenceSourceUrls":["https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.785,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"usnh-ai-nonpublic-data-standard-20260525","sourceUrl":"https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard","sourceLanguage":"en","evidenceSnippet":"This Standard applies to all administrative, academic, and business units at USNH and its component institutions. Users of AI tools or programs must not share or enter any data classified as non-public (Tier 2 data and above), including but not limited to Personally Identifiable information (PII) or non-public research data. Any implementation of artificial intelligence is subject to USNH policies and standards, including the security review process.","sourceSnapshotHash":"664abe6ef401c232f4d215f56eacc4470fae9095d4fdb1242ce63d086dd43ee6","reviewState":"agent_reviewed"},{"claimId":"unh-ai-ferpa-detection-evaluation-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"Turnitin and other software include features that analyze student work for potential plagiarism and use of generative AI tools... They should not be used to make definitive judgments about academic integrity. Further, uploading documents that contain student names, emails, or ID numbers constitutes a violation of FERPA. ChatGPT, Grammarly, Co-Pilot, and other tools may by useful for evaluating the content of student work. You must disclose your use to students.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"usnh-ai-chatbot-secure-tooling-20260525","sourceUrl":"https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","sourceLanguage":"en","evidenceSnippet":"The platform includes several free language models (LLMs), which keep data private on the USNH network. Copilot is Microsoft's branded chatbot... We recommend signing in with your USNH account to benefit from enterprise data protection. Public platforms like ChatGPT, Bard and others are not secure and pose risks related to data privacy, intellectual property and compliance with cybersecurity standards. Any alternative must successfully complete the Security Assessment Review (SAR) process before purchase or implementation.","sourceSnapshotHash":"e6f301e2f51be835e221891a7cff434f7129630089068313f42b15430cf532cf","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"required","normalizedValue":"unauthorized_ai_tools_cheating_computer_generated_text_plagiarism","summary":"University of New Hampshire has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["unh-ai-unauthorized-use-integrity-20260525"],"evidenceSourceUrls":["https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.816,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"unh-ai-unauthorized-use-integrity-20260525","sourceUrl":"https://catalog.unh.edu/srrr/student-policies-regulations/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Cheating: Use or attempted use of any academic exercise materials, information, study aids, electronic data, AI tools, assignment/exam surrogate, or other forms of assistance without authorization. Plagiarism: Use or submission of intellectual property, ideas, evidence produced by another person, including computer generated text or work outsourced to third-parties, in whole or in part as one's own in any academic assessment without providing proper citation or attribution.","sourceSnapshotHash":"5e341a073b16e1961573539f5e29911548896e408f8469bdee69969fd4c2a7c4","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"blocked","normalizedValue":"no_tier2_plus_data_security_review_required","summary":"University of New Hampshire 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":["usnh-ai-nonpublic-data-standard-20260525","usnh-ai-chatbot-secure-tooling-20260525"],"evidenceSourceUrls":["https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"usnh-ai-nonpublic-data-standard-20260525","sourceUrl":"https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard","sourceLanguage":"en","evidenceSnippet":"This Standard applies to all administrative, academic, and business units at USNH and its component institutions. Users of AI tools or programs must not share or enter any data classified as non-public (Tier 2 data and above), including but not limited to Personally Identifiable information (PII) or non-public research data. Any implementation of artificial intelligence is subject to USNH policies and standards, including the security review process.","sourceSnapshotHash":"664abe6ef401c232f4d215f56eacc4470fae9095d4fdb1242ce63d086dd43ee6","reviewState":"agent_reviewed"},{"claimId":"usnh-ai-chatbot-secure-tooling-20260525","sourceUrl":"https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","sourceLanguage":"en","evidenceSnippet":"The platform includes several free language models (LLMs), which keep data private on the USNH network. Copilot is Microsoft's branded chatbot... We recommend signing in with your USNH account to benefit from enterprise data protection. Public platforms like ChatGPT, Bard and others are not secure and pose risks related to data privacy, intellectual property and compliance with cybersecurity standards. Any alternative must successfully complete the Security Assessment Review (SAR) process before purchase or implementation.","sourceSnapshotHash":"e6f301e2f51be835e221891a7cff434f7129630089068313f42b15430cf532cf","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"required","normalizedValue":"ai_detection_not_definitive_ferpa_disclosure","summary":"University of New Hampshire has 2 source-backed public claims for named ai services; deterministic analysis status: required.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. 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":["unh-ai-ferpa-detection-evaluation-20260525","usnh-ai-chatbot-secure-tooling-20260525"],"evidenceSourceUrls":["https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"unh-ai-ferpa-detection-evaluation-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"Turnitin and other software include features that analyze student work for potential plagiarism and use of generative AI tools... They should not be used to make definitive judgments about academic integrity. Further, uploading documents that contain student names, emails, or ID numbers constitutes a violation of FERPA. ChatGPT, Grammarly, Co-Pilot, and other tools may by useful for evaluating the content of student work. You must disclose your use to students.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"usnh-ai-chatbot-secure-tooling-20260525","sourceUrl":"https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","sourceLanguage":"en","evidenceSnippet":"The platform includes several free language models (LLMs), which keep data private on the USNH network. Copilot is Microsoft's branded chatbot... We recommend signing in with your USNH account to benefit from enterprise data protection. Public platforms like ChatGPT, Bard and others are not secure and pose risks related to data privacy, intellectual property and compliance with cybersecurity standards. Any alternative must successfully complete the Security Assessment Review (SAR) process before purchase or implementation.","sourceSnapshotHash":"e6f301e2f51be835e221891a7cff434f7129630089068313f42b15430cf532cf","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"ai_detection_not_definitive_ferpa_disclosure","summary":"University of New Hampshire has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["unh-ai-ferpa-detection-evaluation-20260525","unh-ai-course-disclosure-20260525","unh-ai-source-status-teaching-resources-20260525"],"evidenceSourceUrls":["https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","https://www.unh.edu/teaching-learning-resource-hub/delivery/generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.757,"evidenceCount":3,"sourceCount":2,"basis":[{"claimId":"unh-ai-ferpa-detection-evaluation-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"Turnitin and other software include features that analyze student work for potential plagiarism and use of generative AI tools... They should not be used to make definitive judgments about academic integrity. Further, uploading documents that contain student names, emails, or ID numbers constitutes a violation of FERPA. ChatGPT, Grammarly, Co-Pilot, and other tools may by useful for evaluating the content of student work. You must disclose your use to students.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"unh-ai-course-disclosure-20260525","sourceUrl":"https://www.unh.edu/provost/sites/default/files/media/2025-08/syllabus-guidance-Fall%202025%20FINAL.docx","sourceLanguage":"en","evidenceSnippet":"The university recommends that instructors be very explicit with their students about whether any use of automated writing tools and tools that use artificial intelligence is allowed; and if allowed, be specific about just how and just when.","sourceSnapshotHash":"f1f15f0e3b65f8ebfb0585c7e14a1beb79d31989eebc390e5c83f56bcd1f5e49","reviewState":"agent_reviewed"},{"claimId":"unh-ai-source-status-teaching-resources-20260525","sourceUrl":"https://www.unh.edu/teaching-learning-resource-hub/delivery/generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Getting Started with AI Workshop... will also cover UNH's AI-related policies and recommended practices... Workshop: Teaching Without AI... understand UNH's AI policies, and communicate clear expectations around AI use... Workshop: Partnering with AI... review key elements of UNH's AI policies.","sourceSnapshotHash":"f652866eb32157fb0e78b5399da84ffec36000cda1c06369dd5ac79a36f85447","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"restricted","normalizedValue":"no_tier2_plus_data_security_review_required","summary":"University of New Hampshire has 1 source-backed public claim for research guidance; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses research use, publication ethics, research data, grants, or human-subjects compliance. This restricted 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":["usnh-ai-nonpublic-data-standard-20260525"],"evidenceSourceUrls":["https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"usnh-ai-nonpublic-data-standard-20260525","sourceUrl":"https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard","sourceLanguage":"en","evidenceSnippet":"This Standard applies to all administrative, academic, and business units at USNH and its component institutions. Users of AI tools or programs must not share or enter any data classified as non-public (Tier 2 data and above), including but not limited to Personally Identifiable information (PII) or non-public research data. Any implementation of artificial intelligence is subject to USNH policies and standards, including the security review process.","sourceSnapshotHash":"664abe6ef401c232f4d215f56eacc4470fae9095d4fdb1242ce63d086dd43ee6","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"blocked","normalizedValue":"no_tier2_plus_data_security_review_required","summary":"University of New Hampshire has 2 source-backed public claims for security and procurement; deterministic analysis status: blocked.","explanation":"Whether public guidance addresses security review, procurement, vendor approval, risk assessment, authentication, SSO, or licensing. 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":["usnh-ai-nonpublic-data-standard-20260525","usnh-ai-chatbot-secure-tooling-20260525"],"evidenceSourceUrls":["https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"usnh-ai-nonpublic-data-standard-20260525","sourceUrl":"https://www.usnh.edu/it/departments/cybersecurity/cybersecurity-policies-standards/artificial-intelligence-standard","sourceLanguage":"en","evidenceSnippet":"This Standard applies to all administrative, academic, and business units at USNH and its component institutions. Users of AI tools or programs must not share or enter any data classified as non-public (Tier 2 data and above), including but not limited to Personally Identifiable information (PII) or non-public research data. Any implementation of artificial intelligence is subject to USNH policies and standards, including the security review process.","sourceSnapshotHash":"664abe6ef401c232f4d215f56eacc4470fae9095d4fdb1242ce63d086dd43ee6","reviewState":"agent_reviewed"},{"claimId":"usnh-ai-chatbot-secure-tooling-20260525","sourceUrl":"https://td.usnh.edu/TDClient/60/Portal/KB/ArticleDet?ID=5322","sourceLanguage":"en","evidenceSnippet":"The platform includes several free language models (LLMs), which keep data private on the USNH network. Copilot is Microsoft's branded chatbot... We recommend signing in with your USNH account to benefit from enterprise data protection. Public platforms like ChatGPT, Bard and others are not secure and pose risks related to data privacy, intellectual property and compliance with cybersecurity standards. Any alternative must successfully complete the Security Assessment Review (SAR) process before purchase or implementation.","sourceSnapshotHash":"e6f301e2f51be835e221891a7cff434f7129630089068313f42b15430cf532cf","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 New Hampshire policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-new-hampshire"}}