{"apiVersion":"v1","generatedAt":"2026-05-16T04:51:00.387Z","canonicalUrl":"https://eduaipolicy.org/universities/university-of-massachusetts-amherst","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 Massachusetts Amherst policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/university-of-massachusetts-amherst","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-massachusetts-amherst.json","suggestedCitation":"University AI Policy Tracker. \"University of Massachusetts Amherst policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-massachusetts-amherst","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-massachusetts-amherst","entityName":"University of Massachusetts Amherst","canonicalUrl":"https://eduaipolicy.org/universities/university-of-massachusetts-amherst","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-massachusetts-amherst.json","generatedAt":"2026-05-16T02:17:20.000Z","basedOnClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-data-privacy","claim-umass-ai-plagiarism-definition","claim-umass-faculty-ai-policy-disclosure","claim-umass-genai-instructor-permission"],"basedOnSourceUrls":["https://www.umass.edu/ai/","https://www.umass.edu/provost/resources/responsible-use-generative-ai","https://www.umass.edu/senate/book/academic-integrity-policy","https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.783,"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":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition","claim-umass-genai-instructor-permission","claim-umass-ai-data-privacy","claim-umass-faculty-ai-policy-disclosure"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"conditionally_allowed","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-umass-faculty-ai-policy-disclosure"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition","claim-umass-genai-instructor-permission","claim-umass-faculty-ai-policy-disclosure"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition","claim-umass-genai-instructor-permission","claim-umass-faculty-ai-policy-disclosure"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-umass-ai-data-privacy"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-umass-genai-instructor-permission"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-genai-instructor-permission","claim-umass-faculty-ai-policy-disclosure"],"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_genai_included_in_cheating_definition","summary":"University of Massachusetts Amherst has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition","claim-umass-genai-instructor-permission","claim-umass-ai-data-privacy","claim-umass-faculty-ai-policy-disclosure"],"evidenceSourceUrls":["https://www.umass.edu/ai/","https://www.umass.edu/provost/resources/responsible-use-generative-ai","https://www.umass.edu/senate/book/academic-integrity-policy","https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.784,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"claim-umass-ai-cheating-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Cheating: Intentional or attempted use of trickery, artifice, deception, breach of confidence, fraud, or misrepresentation of one's academic work as well as intentional or attempted use of unauthorized materials, including generative AI tools, assistance, collaboration, information, or study aids in any academic exercise (unless explicitly permitted by instructor).","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-ai-plagiarism-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Plagiarism: Knowingly representing the words, ideas, art, and/or creative works of another, including generative AI tools, as one's own work in any academic exercise.","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-genai-instructor-permission","sourceUrl":"https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Students cannot use Generative AI (chatGPT, Copilot, Gemini, etc.) to complete any academic work without instructor permission.","sourceSnapshotHash":"768289b202ba16ff305497b29cb8cf9cef8ee4e2abf9ac6802a7df3777170e1e","reviewState":"agent_reviewed"},{"claimId":"claim-umass-ai-data-privacy","sourceUrl":"https://www.umass.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Don’t enter personal information, copyrighted text, images, or video, and don’t enter protected information about others.","sourceSnapshotHash":"e3d83d1f847aae5c94a9f14370a629d0993be350c28fd102aa4bad34ca750ee7","reviewState":"agent_reviewed"},{"claimId":"claim-umass-faculty-ai-policy-disclosure","sourceUrl":"https://www.umass.edu/provost/resources/responsible-use-generative-ai","sourceLanguage":"en","evidenceSnippet":"Communicate your policy on AI tool use to your students: Absent a statement in the syllabus, students are advised to check with their instructor about using generative AI tools in your class.","sourceSnapshotHash":"381612b6fa23dea51630d057a8293eaeb78aabf20356d40564310976d06a16fb","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"recommended","normalizedValue":"faculty_should_communicate_ai_use_and_disclosure_policy","summary":"University of Massachusetts Amherst has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umass-faculty-ai-policy-disclosure"],"evidenceSourceUrls":["https://www.umass.edu/provost/resources/responsible-use-generative-ai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umass-faculty-ai-policy-disclosure","sourceUrl":"https://www.umass.edu/provost/resources/responsible-use-generative-ai","sourceLanguage":"en","evidenceSnippet":"Communicate your policy on AI tool use to your students: Absent a statement in the syllabus, students are advised to check with their instructor about using generative AI tools in your class.","sourceSnapshotHash":"381612b6fa23dea51630d057a8293eaeb78aabf20356d40564310976d06a16fb","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"unauthorized_genai_included_in_cheating_definition","summary":"University of Massachusetts Amherst has 4 source-backed public claims for coursework; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This restricted status was derived from claim type, normalized value, and keyword rules over 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition","claim-umass-genai-instructor-permission","claim-umass-faculty-ai-policy-disclosure"],"evidenceSourceUrls":["https://www.umass.edu/provost/resources/responsible-use-generative-ai","https://www.umass.edu/senate/book/academic-integrity-policy","https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.786,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"claim-umass-ai-cheating-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Cheating: Intentional or attempted use of trickery, artifice, deception, breach of confidence, fraud, or misrepresentation of one's academic work as well as intentional or attempted use of unauthorized materials, including generative AI tools, assistance, collaboration, information, or study aids in any academic exercise (unless explicitly permitted by instructor).","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-ai-plagiarism-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Plagiarism: Knowingly representing the words, ideas, art, and/or creative works of another, including generative AI tools, as one's own work in any academic exercise.","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-genai-instructor-permission","sourceUrl":"https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Students cannot use Generative AI (chatGPT, Copilot, Gemini, etc.) to complete any academic work without instructor permission.","sourceSnapshotHash":"768289b202ba16ff305497b29cb8cf9cef8ee4e2abf9ac6802a7df3777170e1e","reviewState":"agent_reviewed"},{"claimId":"claim-umass-faculty-ai-policy-disclosure","sourceUrl":"https://www.umass.edu/provost/resources/responsible-use-generative-ai","sourceLanguage":"en","evidenceSnippet":"Communicate your policy on AI tool use to your students: Absent a statement in the syllabus, students are advised to check with their instructor about using generative AI tools in your class.","sourceSnapshotHash":"381612b6fa23dea51630d057a8293eaeb78aabf20356d40564310976d06a16fb","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"unauthorized_genai_included_in_cheating_definition","summary":"University of Massachusetts Amherst has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition","claim-umass-genai-instructor-permission","claim-umass-faculty-ai-policy-disclosure"],"evidenceSourceUrls":["https://www.umass.edu/provost/resources/responsible-use-generative-ai","https://www.umass.edu/senate/book/academic-integrity-policy","https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.786,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"claim-umass-ai-cheating-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Cheating: Intentional or attempted use of trickery, artifice, deception, breach of confidence, fraud, or misrepresentation of one's academic work as well as intentional or attempted use of unauthorized materials, including generative AI tools, assistance, collaboration, information, or study aids in any academic exercise (unless explicitly permitted by instructor).","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-ai-plagiarism-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Plagiarism: Knowingly representing the words, ideas, art, and/or creative works of another, including generative AI tools, as one's own work in any academic exercise.","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-genai-instructor-permission","sourceUrl":"https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Students cannot use Generative AI (chatGPT, Copilot, Gemini, etc.) to complete any academic work without instructor permission.","sourceSnapshotHash":"768289b202ba16ff305497b29cb8cf9cef8ee4e2abf9ac6802a7df3777170e1e","reviewState":"agent_reviewed"},{"claimId":"claim-umass-faculty-ai-policy-disclosure","sourceUrl":"https://www.umass.edu/provost/resources/responsible-use-generative-ai","sourceLanguage":"en","evidenceSnippet":"Communicate your policy on AI tool use to your students: Absent a statement in the syllabus, students are advised to check with their instructor about using generative AI tools in your class.","sourceSnapshotHash":"381612b6fa23dea51630d057a8293eaeb78aabf20356d40564310976d06a16fb","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"recommended","normalizedValue":"do_not_enter_personal_or_protected_data_into_genai","summary":"University of Massachusetts Amherst has 1 source-backed public claim for privacy and data entry; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umass-ai-data-privacy"],"evidenceSourceUrls":["https://www.umass.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umass-ai-data-privacy","sourceUrl":"https://www.umass.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Don’t enter personal information, copyrighted text, images, or video, and don’t enter protected information about others.","sourceSnapshotHash":"e3d83d1f847aae5c94a9f14370a629d0993be350c28fd102aa4bad34ca750ee7","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"conditionally_allowed","normalizedValue":"unauthorized_genai_included_in_cheating_definition","summary":"University of Massachusetts Amherst has 2 source-backed public claims 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umass-ai-cheating-definition","claim-umass-ai-plagiarism-definition"],"evidenceSourceUrls":["https://www.umass.edu/senate/book/academic-integrity-policy"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.795,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-umass-ai-cheating-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Cheating: Intentional or attempted use of trickery, artifice, deception, breach of confidence, fraud, or misrepresentation of one's academic work as well as intentional or attempted use of unauthorized materials, including generative AI tools, assistance, collaboration, information, or study aids in any academic exercise (unless explicitly permitted by instructor).","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-ai-plagiarism-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Plagiarism: Knowingly representing the words, ideas, art, and/or creative works of another, including generative AI tools, as one's own work in any academic exercise.","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"restricted","normalizedValue":"instructor_permission_required_by_default","summary":"University of Massachusetts Amherst has 1 source-backed public claim for approved tools; deterministic analysis status: restricted.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. 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":["claim-umass-genai-instructor-permission"],"evidenceSourceUrls":["https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umass-genai-instructor-permission","sourceUrl":"https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Students cannot use Generative AI (chatGPT, Copilot, Gemini, etc.) to complete any academic work without instructor permission.","sourceSnapshotHash":"768289b202ba16ff305497b29cb8cf9cef8ee4e2abf9ac6802a7df3777170e1e","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"instructor_permission_required_by_default","summary":"University of Massachusetts Amherst 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-umass-genai-instructor-permission","claim-umass-ai-data-privacy"],"evidenceSourceUrls":["https://www.umass.edu/ai/","https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-umass-genai-instructor-permission","sourceUrl":"https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Students cannot use Generative AI (chatGPT, Copilot, Gemini, etc.) to complete any academic work without instructor permission.","sourceSnapshotHash":"768289b202ba16ff305497b29cb8cf9cef8ee4e2abf9ac6802a7df3777170e1e","reviewState":"agent_reviewed"},{"claimId":"claim-umass-ai-data-privacy","sourceUrl":"https://www.umass.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Don’t enter personal information, copyrighted text, images, or video, and don’t enter protected information about others.","sourceSnapshotHash":"e3d83d1f847aae5c94a9f14370a629d0993be350c28fd102aa4bad34ca750ee7","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"unauthorized_genai_included_in_cheating_definition","summary":"University of Massachusetts Amherst 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":["claim-umass-ai-cheating-definition","claim-umass-genai-instructor-permission","claim-umass-faculty-ai-policy-disclosure"],"evidenceSourceUrls":["https://www.umass.edu/provost/resources/responsible-use-generative-ai","https://www.umass.edu/senate/book/academic-integrity-policy","https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.785,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-umass-ai-cheating-definition","sourceUrl":"https://www.umass.edu/senate/book/academic-integrity-policy","sourceLanguage":"en","evidenceSnippet":"Cheating: Intentional or attempted use of trickery, artifice, deception, breach of confidence, fraud, or misrepresentation of one's academic work as well as intentional or attempted use of unauthorized materials, including generative AI tools, assistance, collaboration, information, or study aids in any academic exercise (unless explicitly permitted by instructor).","sourceSnapshotHash":"26076e6487ec758c2175df64ada68ccca8c6ebbda8bef46513338671f2fbf141","reviewState":"agent_reviewed"},{"claimId":"claim-umass-genai-instructor-permission","sourceUrl":"https://www.umass.edu/studentsuccess/guidance-generative-artificial-intelligence","sourceLanguage":"en","evidenceSnippet":"Students cannot use Generative AI (chatGPT, Copilot, Gemini, etc.) to complete any academic work without instructor permission.","sourceSnapshotHash":"768289b202ba16ff305497b29cb8cf9cef8ee4e2abf9ac6802a7df3777170e1e","reviewState":"agent_reviewed"},{"claimId":"claim-umass-faculty-ai-policy-disclosure","sourceUrl":"https://www.umass.edu/provost/resources/responsible-use-generative-ai","sourceLanguage":"en","evidenceSnippet":"Communicate your policy on AI tool use to your students: Absent a statement in the syllabus, students are advised to check with their instructor about using generative AI tools in your class.","sourceSnapshotHash":"381612b6fa23dea51630d057a8293eaeb78aabf20356d40564310976d06a16fb","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":"not_mentioned","summary":"No source-backed public claim about AI security review or procurement is present in this profile.","explanation":"This is an absence-of-evidence marker for the current tracker profile, not proof that no such policy exists.","evidenceClaimIds":[],"evidenceSourceUrls":[],"sourceLanguages":[],"reviewState":"machine_candidate","confidence":0,"evidenceCount":0,"sourceCount":0,"notMentionedReason":"The current public tracker record does not contain claim evidence about security review, procurement, vendor approval, risk assessment, authentication, SSO, or enterprise licensing.","basis":[]}],"limitations":["Policy analysis profiles are deterministic summaries of public tracker claims and are not final policy conclusions.","Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score, strictness score, legal adequacy score, safety score, or institutional compliance score.","This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page."],"suggestedCitation":"University AI Policy Tracker. \"University of Massachusetts Amherst policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-massachusetts-amherst"}}