{"apiVersion":"v1","generatedAt":"2026-05-12T01:18:37.019Z","canonicalUrl":"https://eduaipolicy.org/universities/jhu","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":"Johns Hopkins University policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/jhu","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/jhu.json","suggestedCitation":"University AI Policy Tracker. \"Johns Hopkins University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/jhu","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":"jhu","entityName":"Johns Hopkins University","canonicalUrl":"https://eduaipolicy.org/universities/jhu","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/jhu.json","generatedAt":"2026-05-10T00:12:41Z","basedOnClaimIds":["claim-jhu-001a","claim-jhu-002a","claim-jhu-003a","claim-jhu-004a","claim-jhu-005a","claim-jhu-006a","claim-jhu-008a"],"basedOnSourceUrls":["https://engineering.jhu.edu/ctld/chatgpt/academic-integrity/","https://engineering.jhu.edu/ctld/chatgpt/student-use-of-generative-ai/","https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/","https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.578,"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-jhu-003a","claim-jhu-005a","claim-jhu-001a","claim-jhu-004a","claim-jhu-006a"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-jhu-002a","claim-jhu-006a"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-jhu-002a"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-jhu-002a","claim-jhu-003a","claim-jhu-005a"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-jhu-002a","claim-jhu-003a","claim-jhu-005a"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-jhu-002a","claim-jhu-008a","claim-jhu-004a"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["claim-jhu-008a"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-jhu-003a","claim-jhu-005a","claim-jhu-001a","claim-jhu-004a"],"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":"Johns Hopkins University 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-jhu-003a","claim-jhu-005a","claim-jhu-001a","claim-jhu-004a","claim-jhu-006a"],"evidenceSourceUrls":["https://engineering.jhu.edu/ctld/chatgpt/academic-integrity/","https://engineering.jhu.edu/ctld/chatgpt/student-use-of-generative-ai/","https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.553,"evidenceCount":5,"sourceCount":5,"basis":[{"claimId":"claim-jhu-003a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/","sourceLanguage":"en","evidenceSnippet":"Students are prohibited from using ChatGPT or other AI tools to generate written content for assignments. Official JHU syllabus statement template.","sourceSnapshotHash":"958188317cff3ed8f4b5da388e4a124f1867a5e1b79c160759ce8684de40ed65","reviewState":"needs_review"},{"claimId":"claim-jhu-005a","sourceUrl":"https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","sourceLanguage":"en","evidenceSnippet":"Generative AI Use Categories: GenAI may not be used in any form. Faculty-facing guidance with detailed use categories. EP Academic Integrity.","sourceSnapshotHash":"02b5fffac1d999f76ef262ff9603abd7c01c37a329966a06020ab02b01bf63c6","reviewState":"needs_review"},{"claimId":"claim-jhu-001a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/","sourceLanguage":"en","evidenceSnippet":"Central hub for generative AI guidance at JHU, covers teaching and learning applications. Confirmed exists via OpenCLI search.","sourceSnapshotHash":"82d32124b88518a7571671a031979a2bbd02dfe0f2e63f94d2e3133e920cb237","reviewState":"needs_review"},{"claimId":"claim-jhu-004a","sourceUrl":"https://engineering.jhu.edu/ctld/chatgpt/student-use-of-generative-ai/","sourceLanguage":"en","evidenceSnippet":"Engineering school specific guidance on student use of generative AI.","sourceSnapshotHash":"572ab8335e236a8c235b30abb9324ff4a7844b311325352eba0dbbf2f76f1bbd","reviewState":"needs_review"},{"claimId":"claim-jhu-006a","sourceUrl":"https://engineering.jhu.edu/ctld/chatgpt/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Engineering school academic integrity page with ChatGPT/AI focus.","sourceSnapshotHash":"5a88c7f80de6e9acce21f00c9a0ae1f3b701c9ee922e6b143ba7e693120fc18d","reviewState":"needs_review"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"recommended","normalizedValue":"ai_use_disclosure_or_acknowledgement_addressed:recommended","summary":"Johns Hopkins University 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-jhu-002a"],"evidenceSourceUrls":["https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.595,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-jhu-002a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","sourceLanguage":"en","evidenceSnippet":"All uses of AI tools in any assignment must be disclosed. If you use AI tools in any part of the writing... FERPA guidelines referenced.","sourceSnapshotHash":"83b6c5f4b3b3db7fe5bad6c193e6b9e8d5784f7467ba9d67325813b52fab52ba","reviewState":"needs_review"}]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"course_or_assignment_dependent:restricted","summary":"Johns Hopkins University has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-jhu-002a","claim-jhu-003a","claim-jhu-005a"],"evidenceSourceUrls":["https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.595,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-jhu-002a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","sourceLanguage":"en","evidenceSnippet":"All uses of AI tools in any assignment must be disclosed. If you use AI tools in any part of the writing... FERPA guidelines referenced.","sourceSnapshotHash":"83b6c5f4b3b3db7fe5bad6c193e6b9e8d5784f7467ba9d67325813b52fab52ba","reviewState":"needs_review"},{"claimId":"claim-jhu-003a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/","sourceLanguage":"en","evidenceSnippet":"Students are prohibited from using ChatGPT or other AI tools to generate written content for assignments. Official JHU syllabus statement template.","sourceSnapshotHash":"958188317cff3ed8f4b5da388e4a124f1867a5e1b79c160759ce8684de40ed65","reviewState":"needs_review"},{"claimId":"claim-jhu-005a","sourceUrl":"https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","sourceLanguage":"en","evidenceSnippet":"Generative AI Use Categories: GenAI may not be used in any form. Faculty-facing guidance with detailed use categories. EP Academic Integrity.","sourceSnapshotHash":"02b5fffac1d999f76ef262ff9603abd7c01c37a329966a06020ab02b01bf63c6","reviewState":"needs_review"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"exam_or_assessment_ai_use_addressed:restricted","summary":"Johns Hopkins University has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-jhu-002a","claim-jhu-003a","claim-jhu-005a"],"evidenceSourceUrls":["https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.595,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-jhu-002a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","sourceLanguage":"en","evidenceSnippet":"All uses of AI tools in any assignment must be disclosed. If you use AI tools in any part of the writing... FERPA guidelines referenced.","sourceSnapshotHash":"83b6c5f4b3b3db7fe5bad6c193e6b9e8d5784f7467ba9d67325813b52fab52ba","reviewState":"needs_review"},{"claimId":"claim-jhu-003a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/","sourceLanguage":"en","evidenceSnippet":"Students are prohibited from using ChatGPT or other AI tools to generate written content for assignments. Official JHU syllabus statement template.","sourceSnapshotHash":"958188317cff3ed8f4b5da388e4a124f1867a5e1b79c160759ce8684de40ed65","reviewState":"needs_review"},{"claimId":"claim-jhu-005a","sourceUrl":"https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","sourceLanguage":"en","evidenceSnippet":"Generative AI Use Categories: GenAI may not be used in any form. Faculty-facing guidance with detailed use categories. EP Academic Integrity.","sourceSnapshotHash":"02b5fffac1d999f76ef262ff9603abd7c01c37a329966a06020ab02b01bf63c6","reviewState":"needs_review"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"recommended","normalizedValue":"sensitive_or_confidential_data_restricted:recommended","summary":"Johns Hopkins University has 3 source-backed public claims 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-jhu-002a","claim-jhu-008a","claim-jhu-004a"],"evidenceSourceUrls":["https://engineering.jhu.edu/ctld/chatgpt/student-use-of-generative-ai/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.567,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-jhu-002a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","sourceLanguage":"en","evidenceSnippet":"All uses of AI tools in any assignment must be disclosed. If you use AI tools in any part of the writing... FERPA guidelines referenced.","sourceSnapshotHash":"83b6c5f4b3b3db7fe5bad6c193e6b9e8d5784f7467ba9d67325813b52fab52ba","reviewState":"needs_review"},{"claimId":"claim-jhu-008a","sourceUrl":"https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/","sourceLanguage":"en","evidenceSnippet":"The university is working to ensure that AI tools procured on behalf of JHU meet our privacy and security standards.","sourceSnapshotHash":"284f3022cfec1d0d831414f77e670552492125d90669c904299fb4b053bde89d","reviewState":"needs_review"},{"claimId":"claim-jhu-004a","sourceUrl":"https://engineering.jhu.edu/ctld/chatgpt/student-use-of-generative-ai/","sourceLanguage":"en","evidenceSnippet":"Engineering school specific guidance on student use of generative AI.","sourceSnapshotHash":"572ab8335e236a8c235b30abb9324ff4a7844b311325352eba0dbbf2f76f1bbd","reviewState":"needs_review"}]},{"key":"academic_integrity","label":"Academic integrity","status":"restricted","normalizedValue":"ai_use_subject_to_academic_integrity_rules:restricted","summary":"Johns Hopkins University has 2 source-backed public claims for academic integrity; deterministic analysis status: restricted.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. 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-jhu-002a","claim-jhu-006a"],"evidenceSourceUrls":["https://engineering.jhu.edu/ctld/chatgpt/academic-integrity/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.552,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-jhu-002a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/guidelines/","sourceLanguage":"en","evidenceSnippet":"All uses of AI tools in any assignment must be disclosed. If you use AI tools in any part of the writing... FERPA guidelines referenced.","sourceSnapshotHash":"83b6c5f4b3b3db7fe5bad6c193e6b9e8d5784f7467ba9d67325813b52fab52ba","reviewState":"needs_review"},{"claimId":"claim-jhu-006a","sourceUrl":"https://engineering.jhu.edu/ctld/chatgpt/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Engineering school academic integrity page with ChatGPT/AI focus.","sourceSnapshotHash":"5a88c7f80de6e9acce21f00c9a0ae1f3b701c9ee922e6b143ba7e693120fc18d","reviewState":"needs_review"}]},{"key":"approved_tools","label":"Approved tools","status":"allowed","normalizedValue":"approved_or_licensed_ai_tools_identified:allowed","summary":"Johns Hopkins University has 1 source-backed public claim for approved tools; deterministic analysis status: allowed.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. 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":["claim-jhu-008a"],"evidenceSourceUrls":["https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.595,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-jhu-008a","sourceUrl":"https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/","sourceLanguage":"en","evidenceSnippet":"The university is working to ensure that AI tools procured on behalf of JHU meet our privacy and security standards.","sourceSnapshotHash":"284f3022cfec1d0d831414f77e670552492125d90669c904299fb4b053bde89d","reviewState":"needs_review"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"named_ai_services_present:restricted","summary":"Johns Hopkins University has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-jhu-003a","claim-jhu-008a","claim-jhu-006a"],"evidenceSourceUrls":["https://engineering.jhu.edu/ctld/chatgpt/academic-integrity/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/","https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.567,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-jhu-003a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/","sourceLanguage":"en","evidenceSnippet":"Students are prohibited from using ChatGPT or other AI tools to generate written content for assignments. Official JHU syllabus statement template.","sourceSnapshotHash":"958188317cff3ed8f4b5da388e4a124f1867a5e1b79c160759ce8684de40ed65","reviewState":"needs_review"},{"claimId":"claim-jhu-008a","sourceUrl":"https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/","sourceLanguage":"en","evidenceSnippet":"The university is working to ensure that AI tools procured on behalf of JHU meet our privacy and security standards.","sourceSnapshotHash":"284f3022cfec1d0d831414f77e670552492125d90669c904299fb4b053bde89d","reviewState":"needs_review"},{"claimId":"claim-jhu-006a","sourceUrl":"https://engineering.jhu.edu/ctld/chatgpt/academic-integrity/","sourceLanguage":"en","evidenceSnippet":"Engineering school academic integrity page with ChatGPT/AI focus.","sourceSnapshotHash":"5a88c7f80de6e9acce21f00c9a0ae1f3b701c9ee922e6b143ba7e693120fc18d","reviewState":"needs_review"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"instructor_or_teaching_guidance_available:recommended","summary":"Johns Hopkins University has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-jhu-003a","claim-jhu-005a","claim-jhu-001a","claim-jhu-004a"],"evidenceSourceUrls":["https://engineering.jhu.edu/ctld/chatgpt/student-use-of-generative-ai/","https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/","https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.563,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"claim-jhu-003a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/syllabus-statements/","sourceLanguage":"en","evidenceSnippet":"Students are prohibited from using ChatGPT or other AI tools to generate written content for assignments. Official JHU syllabus statement template.","sourceSnapshotHash":"958188317cff3ed8f4b5da388e4a124f1867a5e1b79c160759ce8684de40ed65","reviewState":"needs_review"},{"claimId":"claim-jhu-005a","sourceUrl":"https://ep.jhu.edu/faculty-staff/preparing-to-teach/faculty-facing-guidance-on-student-generative-ai-use/","sourceLanguage":"en","evidenceSnippet":"Generative AI Use Categories: GenAI may not be used in any form. Faculty-facing guidance with detailed use categories. EP Academic Integrity.","sourceSnapshotHash":"02b5fffac1d999f76ef262ff9603abd7c01c37a329966a06020ab02b01bf63c6","reviewState":"needs_review"},{"claimId":"claim-jhu-001a","sourceUrl":"https://teaching.jhu.edu/university-teaching-policies/generative-ai/","sourceLanguage":"en","evidenceSnippet":"Central hub for generative AI guidance at JHU, covers teaching and learning applications. Confirmed exists via OpenCLI search.","sourceSnapshotHash":"82d32124b88518a7571671a031979a2bbd02dfe0f2e63f94d2e3133e920cb237","reviewState":"needs_review"},{"claimId":"claim-jhu-004a","sourceUrl":"https://engineering.jhu.edu/ctld/chatgpt/student-use-of-generative-ai/","sourceLanguage":"en","evidenceSnippet":"Engineering school specific guidance on student use of generative AI.","sourceSnapshotHash":"572ab8335e236a8c235b30abb9324ff4a7844b311325352eba0dbbf2f76f1bbd","reviewState":"needs_review"}]},{"key":"research_guidance","label":"Research guidance","status":"not_mentioned","summary":"No source-backed public claim about research AI use is present in this profile.","explanation":"This is an absence-of-evidence marker for the current tracker profile, not proof that no such policy exists.","evidenceClaimIds":[],"evidenceSourceUrls":[],"sourceLanguages":[],"reviewState":"machine_candidate","confidence":0,"evidenceCount":0,"sourceCount":0,"notMentionedReason":"The current public tracker record does not contain claim evidence about research use, publication ethics, research data, grants, or human-subjects compliance.","basis":[]},{"key":"security_procurement","label":"Security and procurement","status":"required","normalizedValue":"security_procurement_or_enterprise_review_addressed:required","summary":"Johns Hopkins University has 1 source-backed public claim for security and procurement; deterministic analysis status: required.","explanation":"Whether public guidance addresses security review, procurement, vendor approval, risk assessment, authentication, SSO, or licensing. This required status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-jhu-008a"],"evidenceSourceUrls":["https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.595,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-jhu-008a","sourceUrl":"https://wseit.engineering.jhu.edu/get-help/generative-ai-chatgpt-information/","sourceLanguage":"en","evidenceSnippet":"The university is working to ensure that AI tools procured on behalf of JHU meet our privacy and security standards.","sourceSnapshotHash":"284f3022cfec1d0d831414f77e670552492125d90669c904299fb4b053bde89d","reviewState":"needs_review"}]}],"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. \"Johns Hopkins University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/jhu"}}