{"apiVersion":"v1","generatedAt":"2026-05-23T04:29:37.010Z","canonicalUrl":"https://eduaipolicy.org/universities/university-of-maryland-baltimore","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 Maryland, Baltimore policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/university-of-maryland-baltimore","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-maryland-baltimore.json","suggestedCitation":"University AI Policy Tracker. \"University of Maryland, Baltimore policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-maryland-baltimore","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-maryland-baltimore","entityName":"University of Maryland, Baltimore","canonicalUrl":"https://eduaipolicy.org/universities/university-of-maryland-baltimore","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/university-of-maryland-baltimore.json","generatedAt":"2026-05-20T14:29:25.000Z","basedOnClaimIds":["claim-umb-ai-academic-integrity","claim-umb-ai-application-review","claim-umb-ai-policy-scope","claim-umb-ai-sensitive-data","claim-umb-ai-tool-approval","claim-umb-ai-toolkit-data-levels"],"basedOnSourceUrls":["https://www.umaryland.edu/ai/ai-toolkit/","https://www.umaryland.edu/ai/safe-and-responsible-use/","https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.806,"coverageScore":{"score":85,"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-umb-ai-policy-scope","claim-umb-ai-academic-integrity"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"conditionally_allowed","evidenceClaimIds":["claim-umb-ai-academic-integrity"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-umb-ai-policy-scope","claim-umb-ai-academic-integrity","claim-umb-ai-toolkit-data-levels"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-umb-ai-academic-integrity","claim-umb-ai-toolkit-data-levels"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-umb-ai-sensitive-data","claim-umb-ai-toolkit-data-levels"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-umb-ai-sensitive-data","claim-umb-ai-application-review","claim-umb-ai-tool-approval","claim-umb-ai-toolkit-data-levels"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-umb-ai-policy-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":"university-wide AI governance scope","summary":"University of Maryland, Baltimore has 2 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umb-ai-policy-scope","claim-umb-ai-academic-integrity"],"evidenceSourceUrls":["https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-umb-ai-policy-scope","sourceUrl":"https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php","sourceLanguage":"en","evidenceSnippet":"This policy applies to all UMB faculty, staff, students, and affiliates who develop, utilize, or are impacted by AI technologies in research, teaching, operations, and service.","sourceSnapshotHash":"53d628f3a1a73d1787eec8109e2fd9eb94829838a69f16bdcf9572c76af028bf","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-academic-integrity","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"GenAI tools should not be used to fabricate, falsify, or misrepresent information, impersonate individuals, or generate deceptive content except when intentionally employed by instructors or researchers for pedagogical or research purposes in a controlled and ethical manner.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"not_mentioned","summary":"No source-backed public claim about AI disclosure or acknowledgement 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 disclosing, acknowledging, citing, or declaring AI use.","basis":[]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"university-wide AI governance scope","summary":"University of Maryland, Baltimore 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-umb-ai-policy-scope","claim-umb-ai-academic-integrity","claim-umb-ai-toolkit-data-levels"],"evidenceSourceUrls":["https://www.umaryland.edu/ai/ai-toolkit/","https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.805,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-umb-ai-policy-scope","sourceUrl":"https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php","sourceLanguage":"en","evidenceSnippet":"This policy applies to all UMB faculty, staff, students, and affiliates who develop, utilize, or are impacted by AI technologies in research, teaching, operations, and service.","sourceSnapshotHash":"53d628f3a1a73d1787eec8109e2fd9eb94829838a69f16bdcf9572c76af028bf","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-academic-integrity","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"GenAI tools should not be used to fabricate, falsify, or misrepresent information, impersonate individuals, or generate deceptive content except when intentionally employed by instructors or researchers for pedagogical or research purposes in a controlled and ethical manner.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-toolkit-data-levels","sourceUrl":"https://www.umaryland.edu/ai/ai-toolkit/","sourceLanguage":"en","evidenceSnippet":"Tools are organized by data classification level to help you choose the appropriate tool for your needs. Level 2 - Confidential Enterprise-grade AI tools approved for highly sensitive and confidential data.","sourceSnapshotHash":"4f7cf4887c8a662ac222e01367e0d574ecfdcef2fbd252be8cfb2b9dc5327a5c","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"GenAI misuse conflicts with academic integrity","summary":"University of Maryland, Baltimore has 2 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umb-ai-academic-integrity","claim-umb-ai-toolkit-data-levels"],"evidenceSourceUrls":["https://www.umaryland.edu/ai/ai-toolkit/","https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-umb-ai-academic-integrity","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"GenAI tools should not be used to fabricate, falsify, or misrepresent information, impersonate individuals, or generate deceptive content except when intentionally employed by instructors or researchers for pedagogical or research purposes in a controlled and ethical manner.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-toolkit-data-levels","sourceUrl":"https://www.umaryland.edu/ai/ai-toolkit/","sourceLanguage":"en","evidenceSnippet":"Tools are organized by data classification level to help you choose the appropriate tool for your needs. Level 2 - Confidential Enterprise-grade AI tools approved for highly sensitive and confidential data.","sourceSnapshotHash":"4f7cf4887c8a662ac222e01367e0d574ecfdcef2fbd252be8cfb2b9dc5327a5c","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"no sensitive or restricted data in public AI systems","summary":"University of Maryland, Baltimore 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-umb-ai-sensitive-data","claim-umb-ai-toolkit-data-levels"],"evidenceSourceUrls":["https://www.umaryland.edu/ai/ai-toolkit/","https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-umb-ai-sensitive-data","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"Important: Never upload Sensitive/Restricted Data, which includes Personally Identifiable Information (PII) and Protected Health Information (PHI), into public AI systems. UMB confidential and sensitive data should only be uploaded into approved secure UMB sponsored AI systems.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-toolkit-data-levels","sourceUrl":"https://www.umaryland.edu/ai/ai-toolkit/","sourceLanguage":"en","evidenceSnippet":"Tools are organized by data classification level to help you choose the appropriate tool for your needs. Level 2 - Confidential Enterprise-grade AI tools approved for highly sensitive and confidential data.","sourceSnapshotHash":"4f7cf4887c8a662ac222e01367e0d574ecfdcef2fbd252be8cfb2b9dc5327a5c","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"conditionally_allowed","normalizedValue":"GenAI misuse conflicts with academic integrity","summary":"University of Maryland, Baltimore has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umb-ai-academic-integrity"],"evidenceSourceUrls":["https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umb-ai-academic-integrity","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"GenAI tools should not be used to fabricate, falsify, or misrepresent information, impersonate individuals, or generate deceptive content except when intentionally employed by instructors or researchers for pedagogical or research purposes in a controlled and ethical manner.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"restricted","normalizedValue":"no sensitive or restricted data in public AI systems","summary":"University of Maryland, Baltimore has 4 source-backed public claims 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umb-ai-sensitive-data","claim-umb-ai-application-review","claim-umb-ai-tool-approval","claim-umb-ai-toolkit-data-levels"],"evidenceSourceUrls":["https://www.umaryland.edu/ai/ai-toolkit/","https://www.umaryland.edu/ai/safe-and-responsible-use/","https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"claim-umb-ai-sensitive-data","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"Important: Never upload Sensitive/Restricted Data, which includes Personally Identifiable Information (PII) and Protected Health Information (PHI), into public AI systems. UMB confidential and sensitive data should only be uploaded into approved secure UMB sponsored AI systems.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-application-review","sourceUrl":"https://www.umaryland.edu/ai/safe-and-responsible-use/","sourceLanguage":"en","evidenceSnippet":"AI tools must be reviewed and approved before use on university devices, networks, or with university data.","sourceSnapshotHash":"7dabcbc34b96252e7d341654b5f2172dde02489ac2c83823bbe28a286932bd9d","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-tool-approval","sourceUrl":"https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php","sourceLanguage":"en","evidenceSnippet":"Acquisition of new AI technology requires Strategic Sourcing and Acquisition Services (SSAS) and Center for Information Technology Services (CITS) approval, for both procurement and free tools.","sourceSnapshotHash":"53d628f3a1a73d1787eec8109e2fd9eb94829838a69f16bdcf9572c76af028bf","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-toolkit-data-levels","sourceUrl":"https://www.umaryland.edu/ai/ai-toolkit/","sourceLanguage":"en","evidenceSnippet":"Tools are organized by data classification level to help you choose the appropriate tool for your needs. Level 2 - Confidential Enterprise-grade AI tools approved for highly sensitive and confidential data.","sourceSnapshotHash":"4f7cf4887c8a662ac222e01367e0d574ecfdcef2fbd252be8cfb2b9dc5327a5c","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"no sensitive or restricted data in public AI systems","summary":"University of Maryland, Baltimore 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-umb-ai-sensitive-data","claim-umb-ai-tool-approval","claim-umb-ai-toolkit-data-levels"],"evidenceSourceUrls":["https://www.umaryland.edu/ai/ai-toolkit/","https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.807,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-umb-ai-sensitive-data","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"Important: Never upload Sensitive/Restricted Data, which includes Personally Identifiable Information (PII) and Protected Health Information (PHI), into public AI systems. UMB confidential and sensitive data should only be uploaded into approved secure UMB sponsored AI systems.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-tool-approval","sourceUrl":"https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php","sourceLanguage":"en","evidenceSnippet":"Acquisition of new AI technology requires Strategic Sourcing and Acquisition Services (SSAS) and Center for Information Technology Services (CITS) approval, for both procurement and free tools.","sourceSnapshotHash":"53d628f3a1a73d1787eec8109e2fd9eb94829838a69f16bdcf9572c76af028bf","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-toolkit-data-levels","sourceUrl":"https://www.umaryland.edu/ai/ai-toolkit/","sourceLanguage":"en","evidenceSnippet":"Tools are organized by data classification level to help you choose the appropriate tool for your needs. Level 2 - Confidential Enterprise-grade AI tools approved for highly sensitive and confidential data.","sourceSnapshotHash":"4f7cf4887c8a662ac222e01367e0d574ecfdcef2fbd252be8cfb2b9dc5327a5c","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"university-wide AI governance scope","summary":"University of Maryland, Baltimore 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-umb-ai-policy-scope"],"evidenceSourceUrls":["https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.816,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-umb-ai-policy-scope","sourceUrl":"https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php","sourceLanguage":"en","evidenceSnippet":"This policy applies to all UMB faculty, staff, students, and affiliates who develop, utilize, or are impacted by AI technologies in research, teaching, operations, and service.","sourceSnapshotHash":"53d628f3a1a73d1787eec8109e2fd9eb94829838a69f16bdcf9572c76af028bf","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"recommended","normalizedValue":"university-wide AI governance scope","summary":"University of Maryland, Baltimore has 2 source-backed public claims for research guidance; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses research use, publication ethics, research data, grants, or human-subjects compliance. This recommended status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umb-ai-policy-scope","claim-umb-ai-academic-integrity"],"evidenceSourceUrls":["https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-umb-ai-policy-scope","sourceUrl":"https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php","sourceLanguage":"en","evidenceSnippet":"This policy applies to all UMB faculty, staff, students, and affiliates who develop, utilize, or are impacted by AI technologies in research, teaching, operations, and service.","sourceSnapshotHash":"53d628f3a1a73d1787eec8109e2fd9eb94829838a69f16bdcf9572c76af028bf","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-academic-integrity","sourceUrl":"https://www.umaryland.edu/media/umb/procedures/UMB-Artificial-Intelligence-Guidelines.pdf","sourceLanguage":"en","evidenceSnippet":"GenAI tools should not be used to fabricate, falsify, or misrepresent information, impersonate individuals, or generate deceptive content except when intentionally employed by instructors or researchers for pedagogical or research purposes in a controlled and ethical manner.","sourceSnapshotHash":"7caeb6b8879b666448b8d882626772c8da49a86719d8397ca164065dd8b5aa92","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"restricted","normalizedValue":"AI tools require review before UMB device, network, or data use","summary":"University of Maryland, Baltimore has 3 source-backed public claims 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-umb-ai-application-review","claim-umb-ai-tool-approval","claim-umb-ai-toolkit-data-levels"],"evidenceSourceUrls":["https://www.umaryland.edu/ai/ai-toolkit/","https://www.umaryland.edu/ai/safe-and-responsible-use/","https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.805,"evidenceCount":3,"sourceCount":3,"basis":[{"claimId":"claim-umb-ai-application-review","sourceUrl":"https://www.umaryland.edu/ai/safe-and-responsible-use/","sourceLanguage":"en","evidenceSnippet":"AI tools must be reviewed and approved before use on university devices, networks, or with university data.","sourceSnapshotHash":"7dabcbc34b96252e7d341654b5f2172dde02489ac2c83823bbe28a286932bd9d","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-tool-approval","sourceUrl":"https://www.umaryland.edu/policies-and-procedures/library/information-technology/policies/x-9920.php","sourceLanguage":"en","evidenceSnippet":"Acquisition of new AI technology requires Strategic Sourcing and Acquisition Services (SSAS) and Center for Information Technology Services (CITS) approval, for both procurement and free tools.","sourceSnapshotHash":"53d628f3a1a73d1787eec8109e2fd9eb94829838a69f16bdcf9572c76af028bf","reviewState":"agent_reviewed"},{"claimId":"claim-umb-ai-toolkit-data-levels","sourceUrl":"https://www.umaryland.edu/ai/ai-toolkit/","sourceLanguage":"en","evidenceSnippet":"Tools are organized by data classification level to help you choose the appropriate tool for your needs. Level 2 - Confidential Enterprise-grade AI tools approved for highly sensitive and confidential data.","sourceSnapshotHash":"4f7cf4887c8a662ac222e01367e0d574ecfdcef2fbd252be8cfb2b9dc5327a5c","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 Maryland, Baltimore policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/university-of-maryland-baltimore"}}