{"apiVersion":"v1","generatedAt":"2026-05-14T14:44:31.772Z","canonicalUrl":"https://eduaipolicy.org/universities/georgia-institute-of-technology","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":"Georgia Institute of Technology policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/georgia-institute-of-technology","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/georgia-institute-of-technology.json","suggestedCitation":"University AI Policy Tracker. \"Georgia Institute of Technology policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/georgia-institute-of-technology","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":"georgia-institute-of-technology","entityName":"Georgia Institute of Technology","canonicalUrl":"https://eduaipolicy.org/universities/georgia-institute-of-technology","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/georgia-institute-of-technology.json","generatedAt":"2026-05-14T12:54:00.000Z","basedOnClaimIds":["claim-gatech-ai-assessment-integrations-consult-ctl","claim-gatech-ai-data-no-submit","claim-gatech-ai-tool-risk-review","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-deepseek-prohibited","claim-gatech-genai-class-use-communication"],"basedOnSourceUrls":["https://ctl.gatech.edu/resources/syllabus/policies","https://oit.gatech.edu/ai/academics","https://oit.gatech.edu/ai/genai","https://oit.gatech.edu/ai/guidance","https://oit.gatech.edu/ai/tools"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.773,"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-gatech-ai-data-no-submit","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-gatech-genai-class-use-communication"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-gatech-ctl-genai-syllabus-expectations"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-gatech-ai-data-no-submit","claim-gatech-deepseek-prohibited","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-gatech-deepseek-prohibited","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-gatech-ai-data-no-submit"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"blocked","evidenceClaimIds":["claim-gatech-deepseek-prohibited","claim-gatech-ai-tool-risk-review"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-gatech-ai-data-no-submit","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"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":"no_pii_protected_regulated_or_organizational_data_in_ai_tools","summary":"Georgia Institute of Technology has 4 source-backed public claims for policy presence; deterministic analysis status: unclear.","explanation":"Whether the public record contains official AI policy or guidance sources. This unclear status was derived from claim type, normalized value, and keyword rules over 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-gatech-ai-data-no-submit","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"evidenceSourceUrls":["https://ctl.gatech.edu/resources/syllabus/policies","https://oit.gatech.edu/ai/academics","https://oit.gatech.edu/ai/genai","https://oit.gatech.edu/ai/guidance"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.761,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"claim-gatech-ai-data-no-submit","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Georgia Tech faculty, staff, and students shall not submit any personally identifiable information (PII), Protected Data, Regulated Data or Georgia Tech Organizational Data into any AI tool.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ctl-genai-syllabus-expectations","sourceUrl":"https://ctl.gatech.edu/resources/syllabus/policies","sourceLanguage":"en","evidenceSnippet":"Let your students know your expectations for how they should collaborate with and cite their use of Generative AI (GenAI) platforms, such as Microsoft Copilot or any other approved systems. The best way to develop your AI policy is to consider students' engagement with GenAI as an extension of your collaboration and academic honesty policies.","sourceSnapshotHash":"d2ea036bdcb1a32c5a2cd7a392f484924cd4089e306aed1e243e222be370e816","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-genai-class-use-communication","sourceUrl":"https://oit.gatech.edu/ai/genai","sourceLanguage":"en","evidenceSnippet":"Faculty members should, in the interim, communicate explicitly to their students about the acceptable use of Generative AI in classes and academic projects. Students should also proactively seek clarification from their instructors regarding these policies as required.","sourceSnapshotHash":"bdf615c58571fdaa1031663aea8f37f034f213b0351df499352470334ee6d979","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ai-assessment-integrations-consult-ctl","sourceUrl":"https://oit.gatech.edu/ai/academics","sourceLanguage":"en","evidenceSnippet":"Courses that wish to embed assessment integrations with AI should directly consult CTL.","sourceSnapshotHash":"edbc5ab301b64e08cfeabb4bde015b8ae26c24170035819d6d851249c62dce98","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"instructors_set_syllabus_expectations_for_genai_collaboration_and_citation","summary":"Georgia Institute of Technology 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-gatech-ctl-genai-syllabus-expectations"],"evidenceSourceUrls":["https://ctl.gatech.edu/resources/syllabus/policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-gatech-ctl-genai-syllabus-expectations","sourceUrl":"https://ctl.gatech.edu/resources/syllabus/policies","sourceLanguage":"en","evidenceSnippet":"Let your students know your expectations for how they should collaborate with and cite their use of Generative AI (GenAI) platforms, such as Microsoft Copilot or any other approved systems. The best way to develop your AI policy is to consider students' engagement with GenAI as an extension of your collaboration and academic honesty policies.","sourceSnapshotHash":"d2ea036bdcb1a32c5a2cd7a392f484924cd4089e306aed1e243e222be370e816","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"no_pii_protected_regulated_or_organizational_data_in_ai_tools","summary":"Georgia Institute of Technology has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-gatech-ai-data-no-submit","claim-gatech-deepseek-prohibited","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"evidenceSourceUrls":["https://ctl.gatech.edu/resources/syllabus/policies","https://oit.gatech.edu/ai/academics","https://oit.gatech.edu/ai/genai","https://oit.gatech.edu/ai/guidance"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.767,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"claim-gatech-ai-data-no-submit","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Georgia Tech faculty, staff, and students shall not submit any personally identifiable information (PII), Protected Data, Regulated Data or Georgia Tech Organizational Data into any AI tool.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-deepseek-prohibited","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Please note that DeepSeek is prohibited for use at Georgia Tech. Due to these concerns, DeepSeek should not be used for Institute-related work, research, or any activities involving Georgia Tech data.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ctl-genai-syllabus-expectations","sourceUrl":"https://ctl.gatech.edu/resources/syllabus/policies","sourceLanguage":"en","evidenceSnippet":"Let your students know your expectations for how they should collaborate with and cite their use of Generative AI (GenAI) platforms, such as Microsoft Copilot or any other approved systems. The best way to develop your AI policy is to consider students' engagement with GenAI as an extension of your collaboration and academic honesty policies.","sourceSnapshotHash":"d2ea036bdcb1a32c5a2cd7a392f484924cd4089e306aed1e243e222be370e816","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-genai-class-use-communication","sourceUrl":"https://oit.gatech.edu/ai/genai","sourceLanguage":"en","evidenceSnippet":"Faculty members should, in the interim, communicate explicitly to their students about the acceptable use of Generative AI in classes and academic projects. Students should also proactively seek clarification from their instructors regarding these policies as required.","sourceSnapshotHash":"bdf615c58571fdaa1031663aea8f37f034f213b0351df499352470334ee6d979","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ai-assessment-integrations-consult-ctl","sourceUrl":"https://oit.gatech.edu/ai/academics","sourceLanguage":"en","evidenceSnippet":"Courses that wish to embed assessment integrations with AI should directly consult CTL.","sourceSnapshotHash":"edbc5ab301b64e08cfeabb4bde015b8ae26c24170035819d6d851249c62dce98","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"deepseek_prohibited_for_institute_work_research_or_gt_data","summary":"Georgia Institute of Technology 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-gatech-deepseek-prohibited","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"evidenceSourceUrls":["https://ctl.gatech.edu/resources/syllabus/policies","https://oit.gatech.edu/ai/academics","https://oit.gatech.edu/ai/genai","https://oit.gatech.edu/ai/guidance"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.759,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"claim-gatech-deepseek-prohibited","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Please note that DeepSeek is prohibited for use at Georgia Tech. Due to these concerns, DeepSeek should not be used for Institute-related work, research, or any activities involving Georgia Tech data.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ctl-genai-syllabus-expectations","sourceUrl":"https://ctl.gatech.edu/resources/syllabus/policies","sourceLanguage":"en","evidenceSnippet":"Let your students know your expectations for how they should collaborate with and cite their use of Generative AI (GenAI) platforms, such as Microsoft Copilot or any other approved systems. The best way to develop your AI policy is to consider students' engagement with GenAI as an extension of your collaboration and academic honesty policies.","sourceSnapshotHash":"d2ea036bdcb1a32c5a2cd7a392f484924cd4089e306aed1e243e222be370e816","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-genai-class-use-communication","sourceUrl":"https://oit.gatech.edu/ai/genai","sourceLanguage":"en","evidenceSnippet":"Faculty members should, in the interim, communicate explicitly to their students about the acceptable use of Generative AI in classes and academic projects. Students should also proactively seek clarification from their instructors regarding these policies as required.","sourceSnapshotHash":"bdf615c58571fdaa1031663aea8f37f034f213b0351df499352470334ee6d979","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ai-assessment-integrations-consult-ctl","sourceUrl":"https://oit.gatech.edu/ai/academics","sourceLanguage":"en","evidenceSnippet":"Courses that wish to embed assessment integrations with AI should directly consult CTL.","sourceSnapshotHash":"edbc5ab301b64e08cfeabb4bde015b8ae26c24170035819d6d851249c62dce98","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"required","normalizedValue":"no_pii_protected_regulated_or_organizational_data_in_ai_tools","summary":"Georgia Institute of Technology has 1 source-backed public claim for privacy and data entry; deterministic analysis status: required.","explanation":"Whether public guidance addresses personal, confidential, sensitive, regulated, or student data entry into AI tools. 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-gatech-ai-data-no-submit"],"evidenceSourceUrls":["https://oit.gatech.edu/ai/guidance"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-gatech-ai-data-no-submit","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Georgia Tech faculty, staff, and students shall not submit any personally identifiable information (PII), Protected Data, Regulated Data or Georgia Tech Organizational Data into any AI tool.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"recommended","normalizedValue":"faculty_communicate_acceptable_genai_use_students_seek_clarification","summary":"Georgia Institute of Technology has 1 source-backed public claim for academic integrity; deterministic analysis status: recommended.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. 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-gatech-genai-class-use-communication"],"evidenceSourceUrls":["https://oit.gatech.edu/ai/genai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.748,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-gatech-genai-class-use-communication","sourceUrl":"https://oit.gatech.edu/ai/genai","sourceLanguage":"en","evidenceSnippet":"Faculty members should, in the interim, communicate explicitly to their students about the acceptable use of Generative AI in classes and academic projects. Students should also proactively seek clarification from their instructors regarding these policies as required.","sourceSnapshotHash":"bdf615c58571fdaa1031663aea8f37f034f213b0351df499352470334ee6d979","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"blocked","normalizedValue":"deepseek_prohibited_for_institute_work_research_or_gt_data","summary":"Georgia Institute of Technology has 2 source-backed public claims for approved tools; deterministic analysis status: blocked.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This blocked status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-gatech-deepseek-prohibited","claim-gatech-ai-tool-risk-review"],"evidenceSourceUrls":["https://oit.gatech.edu/ai/guidance","https://oit.gatech.edu/ai/tools"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-gatech-deepseek-prohibited","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Please note that DeepSeek is prohibited for use at Georgia Tech. Due to these concerns, DeepSeek should not be used for Institute-related work, research, or any activities involving Georgia Tech data.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ai-tool-risk-review","sourceUrl":"https://oit.gatech.edu/ai/tools","sourceLanguage":"en","evidenceSnippet":"All technology services and tools offered at the Institute must undergo a comprehensive review, which includes a series of third-party risk assessments, privacy and security analysis, contractual negotiations, financial and technical support impact assessments, and data stewardship approvals. OIT has disabled the use of third-party AI plugins pending a comprehensive risk review.","sourceSnapshotHash":"ecee6b5ec3d4abcfd8b1876983f4bc24fd382a28035316dd514346f67a5382fe","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"blocked","normalizedValue":"no_pii_protected_regulated_or_organizational_data_in_ai_tools","summary":"Georgia Institute of Technology has 2 source-backed public claims for named ai services; deterministic analysis status: blocked.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This blocked status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-gatech-ai-data-no-submit","claim-gatech-deepseek-prohibited"],"evidenceSourceUrls":["https://oit.gatech.edu/ai/guidance"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.795,"evidenceCount":2,"sourceCount":1,"basis":[{"claimId":"claim-gatech-ai-data-no-submit","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Georgia Tech faculty, staff, and students shall not submit any personally identifiable information (PII), Protected Data, Regulated Data or Georgia Tech Organizational Data into any AI tool.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-deepseek-prohibited","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Please note that DeepSeek is prohibited for use at Georgia Tech. Due to these concerns, DeepSeek should not be used for Institute-related work, research, or any activities involving Georgia Tech data.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"no_pii_protected_regulated_or_organizational_data_in_ai_tools","summary":"Georgia Institute of Technology 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-gatech-ai-data-no-submit","claim-gatech-ctl-genai-syllabus-expectations","claim-gatech-genai-class-use-communication","claim-gatech-ai-assessment-integrations-consult-ctl"],"evidenceSourceUrls":["https://ctl.gatech.edu/resources/syllabus/policies","https://oit.gatech.edu/ai/academics","https://oit.gatech.edu/ai/genai","https://oit.gatech.edu/ai/guidance"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.761,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"claim-gatech-ai-data-no-submit","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Georgia Tech faculty, staff, and students shall not submit any personally identifiable information (PII), Protected Data, Regulated Data or Georgia Tech Organizational Data into any AI tool.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ctl-genai-syllabus-expectations","sourceUrl":"https://ctl.gatech.edu/resources/syllabus/policies","sourceLanguage":"en","evidenceSnippet":"Let your students know your expectations for how they should collaborate with and cite their use of Generative AI (GenAI) platforms, such as Microsoft Copilot or any other approved systems. The best way to develop your AI policy is to consider students' engagement with GenAI as an extension of your collaboration and academic honesty policies.","sourceSnapshotHash":"d2ea036bdcb1a32c5a2cd7a392f484924cd4089e306aed1e243e222be370e816","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-genai-class-use-communication","sourceUrl":"https://oit.gatech.edu/ai/genai","sourceLanguage":"en","evidenceSnippet":"Faculty members should, in the interim, communicate explicitly to their students about the acceptable use of Generative AI in classes and academic projects. Students should also proactively seek clarification from their instructors regarding these policies as required.","sourceSnapshotHash":"bdf615c58571fdaa1031663aea8f37f034f213b0351df499352470334ee6d979","reviewState":"agent_reviewed"},{"claimId":"claim-gatech-ai-assessment-integrations-consult-ctl","sourceUrl":"https://oit.gatech.edu/ai/academics","sourceLanguage":"en","evidenceSnippet":"Courses that wish to embed assessment integrations with AI should directly consult CTL.","sourceSnapshotHash":"edbc5ab301b64e08cfeabb4bde015b8ae26c24170035819d6d851249c62dce98","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"restricted","normalizedValue":"deepseek_prohibited_for_institute_work_research_or_gt_data","summary":"Georgia Institute of Technology has 1 source-backed public claim for research guidance; deterministic analysis status: restricted.","explanation":"Whether public guidance addresses research use, publication ethics, research data, grants, or human-subjects compliance. This restricted status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-gatech-deepseek-prohibited"],"evidenceSourceUrls":["https://oit.gatech.edu/ai/guidance"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-gatech-deepseek-prohibited","sourceUrl":"https://oit.gatech.edu/ai/guidance","sourceLanguage":"en","evidenceSnippet":"Please note that DeepSeek is prohibited for use at Georgia Tech. Due to these concerns, DeepSeek should not be used for Institute-related work, research, or any activities involving Georgia Tech data.","sourceSnapshotHash":"5b95f4447be4c059978a7652de6fc44f8cdcd9495f3f198dbeac99c41b8738ed","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"required","normalizedValue":"ai_tools_require_review_plugins_disabled_pending_risk_review","summary":"Georgia Institute of Technology 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-gatech-ai-tool-risk-review"],"evidenceSourceUrls":["https://oit.gatech.edu/ai/tools"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-gatech-ai-tool-risk-review","sourceUrl":"https://oit.gatech.edu/ai/tools","sourceLanguage":"en","evidenceSnippet":"All technology services and tools offered at the Institute must undergo a comprehensive review, which includes a series of third-party risk assessments, privacy and security analysis, contractual negotiations, financial and technical support impact assessments, and data stewardship approvals. OIT has disabled the use of third-party AI plugins pending a comprehensive risk review.","sourceSnapshotHash":"ecee6b5ec3d4abcfd8b1876983f4bc24fd382a28035316dd514346f67a5382fe","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. \"Georgia Institute of Technology policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/georgia-institute-of-technology"}}