{"apiVersion":"v1","generatedAt":"2026-05-15T14:35:14.840Z","canonicalUrl":"https://eduaipolicy.org/universities/american-university-of-beirut","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":"American University of Beirut (AUB) policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/american-university-of-beirut","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/american-university-of-beirut.json","suggestedCitation":"University AI Policy Tracker. \"American University of Beirut (AUB) policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/american-university-of-beirut","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":"american-university-of-beirut","entityName":"American University of Beirut (AUB)","canonicalUrl":"https://eduaipolicy.org/universities/american-university-of-beirut","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/american-university-of-beirut.json","generatedAt":"2026-05-15T14:15:00.000Z","basedOnClaimIds":["claim-aub-genai-transparency-attribution","claim-aub-research-guidelines-scope","claim-aub-research-privacy-confidentiality","claim-aub-researcher-accountability","claim-aub-sensitive-data-approved-ai"],"basedOnSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.788,"coverageScore":{"score":65,"maxScore":100,"label":"moderate_public_coverage","components":[{"key":"policy_presence","label":"Central AI policy or guidance source exists","points":15,"maxPoints":15,"status":"unclear","evidenceClaimIds":["claim-aub-genai-transparency-attribution","claim-aub-research-privacy-confidentiality","claim-aub-researcher-accountability","claim-aub-sensitive-data-approved-ai","claim-aub-research-guidelines-scope"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-aub-genai-transparency-attribution"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":0,"maxPoints":10,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":0,"maxPoints":10,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-aub-research-privacy-confidentiality","claim-aub-sensitive-data-approved-ai"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-aub-sensitive-data-approved-ai"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-aub-research-guidelines-scope"],"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":"document-when-how-which-ai-tools-used","summary":"American University of Beirut (AUB) 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-aub-genai-transparency-attribution","claim-aub-research-privacy-confidentiality","claim-aub-researcher-accountability","claim-aub-sensitive-data-approved-ai","claim-aub-research-guidelines-scope"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.789,"evidenceCount":5,"sourceCount":1,"basis":[{"claimId":"claim-aub-genai-transparency-attribution","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Researchers must document when, how and which AI tools are used, along with their influence on the research and dissemination process","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-research-privacy-confidentiality","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Confidential data must not be shared with AI systems unless supported by appropriate data protection agreements.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-researcher-accountability","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Researchers are fully responsible and accountable for the use of AI in research, ensuring that AI tools do not replace human judgment.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-sensitive-data-approved-ai","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Research involving sensitive data (patient, financial, political) must use secure in-house or approved private AI systems, not public GenAI APIs.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-research-guidelines-scope","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"this document offers initial guidelines on the responsible usage of GenAI in research","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"document-when-how-which-ai-tools-used","summary":"American University of Beirut (AUB) has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-aub-genai-transparency-attribution"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-aub-genai-transparency-attribution","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Researchers must document when, how and which AI tools are used, along with their influence on the research and dissemination process","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"not_mentioned","summary":"No source-backed public claim about coursework 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 coursework, assignments, or syllabus-level AI use.","basis":[]},{"key":"exams","label":"Exams","status":"not_mentioned","summary":"No source-backed public claim about exam 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 exams, tests, quizzes, or examination conditions.","basis":[]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"confidential-data-ai-data-protection-agreements","summary":"American University of Beirut (AUB) has 2 source-backed public claims for privacy and data entry; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. This restricted status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-aub-research-privacy-confidentiality","claim-aub-sensitive-data-approved-ai"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-aub-research-privacy-confidentiality","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Confidential data must not be shared with AI systems unless supported by appropriate data protection agreements.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-sensitive-data-approved-ai","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Research involving sensitive data (patient, financial, political) must use secure in-house or approved private AI systems, not public GenAI APIs.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"not_mentioned","summary":"No source-backed public claim about academic-integrity treatment of 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 AI use under academic integrity, misconduct, dishonesty, plagiarism, or cheating rules.","basis":[]},{"key":"approved_tools","label":"Approved tools","status":"restricted","normalizedValue":"secure-aub-servers-approved-encrypted-clouds-not-public-genai-apis","summary":"American University of Beirut (AUB) 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-aub-sensitive-data-approved-ai"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-aub-sensitive-data-approved-ai","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Research involving sensitive data (patient, financial, political) must use secure in-house or approved private AI systems, not public GenAI APIs.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"confidential-data-ai-data-protection-agreements","summary":"American University of Beirut (AUB) has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-aub-research-privacy-confidentiality"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-aub-research-privacy-confidentiality","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Confidential data must not be shared with AI systems unless supported by appropriate data protection agreements.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"research-scoped-genai-guidelines","summary":"American University of Beirut (AUB) has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-aub-research-guidelines-scope"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-aub-research-guidelines-scope","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"this document offers initial guidelines on the responsible usage of GenAI in research","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"restricted","normalizedValue":"document-when-how-which-ai-tools-used","summary":"American University of Beirut (AUB) has 5 source-backed public claims 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-aub-genai-transparency-attribution","claim-aub-research-privacy-confidentiality","claim-aub-researcher-accountability","claim-aub-sensitive-data-approved-ai","claim-aub-research-guidelines-scope"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.789,"evidenceCount":5,"sourceCount":1,"basis":[{"claimId":"claim-aub-genai-transparency-attribution","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Researchers must document when, how and which AI tools are used, along with their influence on the research and dissemination process","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-research-privacy-confidentiality","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Confidential data must not be shared with AI systems unless supported by appropriate data protection agreements.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-researcher-accountability","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Researchers are fully responsible and accountable for the use of AI in research, ensuring that AI tools do not replace human judgment.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-sensitive-data-approved-ai","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Research involving sensitive data (patient, financial, political) must use secure in-house or approved private AI systems, not public GenAI APIs.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"},{"claimId":"claim-aub-research-guidelines-scope","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"this document offers initial guidelines on the responsible usage of GenAI in research","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"restricted","normalizedValue":"secure-aub-servers-approved-encrypted-clouds-not-public-genai-apis","summary":"American University of Beirut (AUB) has 1 source-backed public claim for security and procurement; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses security review, procurement, vendor approval, risk assessment, authentication, SSO, or licensing. 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-aub-sensitive-data-approved-ai"],"evidenceSourceUrls":["https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-aub-sensitive-data-approved-ai","sourceUrl":"https://www.aub.edu.lb/research/Documents/AUB-guidelines-for-the-Use-of-Generative-AI-in-Research.pdf","sourceLanguage":"en","evidenceSnippet":"Research involving sensitive data (patient, financial, political) must use secure in-house or approved private AI systems, not public GenAI APIs.","sourceSnapshotHash":"2fd3f757a7e074085b4b5c65a3a50c4fadc970f3f2808eb369fa7a05986034f1","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. \"American University of Beirut (AUB) policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/american-university-of-beirut"}}