{"apiVersion":"v1","generatedAt":"2026-05-12T01:18:37.048Z","canonicalUrl":"https://eduaipolicy.org/universities/stanford-university","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":"Stanford University policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/stanford-university","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/stanford-university.json","suggestedCitation":"University AI Policy Tracker. \"Stanford University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/stanford-university","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":"stanford-university","entityName":"Stanford University","canonicalUrl":"https://eduaipolicy.org/universities/stanford-university","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/stanford-university.json","generatedAt":"2026-05-06T01:57:44Z","basedOnClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-bca-honor-code-framework","clm-stanford-university-gsb-ai-policy","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-md-phi-prohibition","clm-stanford-university-pwr-genai-policy","clm-stanford-university-ucomm-ai-guidelines","clm-stanford-university-uit-responsible-ai"],"basedOnSourceUrls":["https://communitystandards.stanford.edu/generative-ai-policy-guidance","https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","https://tlhub.stanford.edu/docs/course-policies-on-generative-ai-use/","https://ucomm.stanford.edu/policies-and-guidance/ai-guidelines-marketing-and-communications","https://uit.stanford.edu/security/responsibleai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"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":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-gsb-ai-policy","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy","clm-stanford-university-bca-honor-code-framework"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-pwr-genai-policy","clm-stanford-university-bca-honor-code-framework"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-gsb-ai-policy","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["clm-stanford-university-md-phi-prohibition","clm-stanford-university-bca-honor-code-framework","clm-stanford-university-ucomm-ai-guidelines","clm-stanford-university-uit-responsible-ai"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["clm-stanford-university-md-phi-prohibition"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-gsb-ai-policy","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy"],"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":"Stanford 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":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-gsb-ai-policy","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy"],"evidenceSourceUrls":["https://communitystandards.stanford.edu/generative-ai-policy-guidance","https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","https://tlhub.stanford.edu/docs/course-policies-on-generative-ai-use/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":5,"sourceCount":5,"basis":[{"claimId":"clm-stanford-university-bca-genai-guidance","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023. As part of the BCA's guidance on clear communication of a course's generative AI policy, OCS recommends course instructors provide clear advance notice that they may use detection software to review work submitted for use of generative AI.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-gsb-ai-policy","sourceUrl":"https://tlhub.stanford.edu/docs/course-policies-on-generative-ai-use/","sourceLanguage":"en","evidenceSnippet":"GSB Policy MBA/MSx courses: Instructors may not ban student use of AI tools for take-home coursework, including assignments and exams. Instructors may choose whether to allow student use of AI tools for in-class work, including exams. PhD/Undergraduate courses: Follow the Generative AI Policy Guidance from Stanford's Office of Community Standards.","sourceSnapshotHash":"7a0aaf5bf9c0e744c48334dbb29c2358e597631cec05db608374c0ff3bdcd950","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-law-school-ai-policy","sourceUrl":"https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","sourceLanguage":"en","evidenceSnippet":"In the absence of a course-specific AI policy set by the instructor, students may use generative AI tools to support their learning and to aid in the development or refinement of their own ideas, provided they do not use such tools to generate content that is then presented as their own work. The use of generative AI while taking an exam or to draft or revise any portion of submitted work is not permitted unless (1) fully disclosed in advance of its use by the student to the instructor, and (2) explicitly authorized by the instructor in writing prior to the student's use of the tool. Unauthorized use of AI tools may result in a lower grade, including a grade of F, and/or a referral to Sta...","sourceSnapshotHash":"6b775ecc8b3fbe6f25ddf584e4e69297b73474f5b44330c0130dfaba915c0be9","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-md-ai-policy","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"Learning and Clarification: Students may utilize AI to enhance their understanding of medical concepts, definitions, and for grammar/style editing, provided it does not conflict with specific assignment instructions or be inconsistent with faculty-authorized tasks. The use of AI tools is discouraged for any activities in which students are evaluated on their own knowledge or skills, unless explicitly granted permission by the faculty. Any substantial contributions from AI tools on assignments, presentations, and scholarly abstracts or proposals must be disclosed and properly cited. Students are responsible for any AI-generated content they submit, even if flawed or biased. All MD and MSPA...","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-pwr-genai-policy","sourceUrl":"https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","sourceLanguage":"en","evidenceSnippet":"Students may not use generative AI or LLMs to compose the drafts or revisions for any of the major assignments in their PWR classes. This includes using generative AI to compose or revise portions of their essay or scripts (from individual phrases or sentences to longer passages) or including in their essays/scripts paraphrases of LLM-generated writing or paraphrases of source material generated by LLMs. Violation of PWR's AI policy is considered an Honor Code violation and will result in the involvement of Stanford's Office of Community Standards (OCS).","sourceSnapshotHash":"2e601e4a5b47215c842712627c3631375d0eb2ac936abbf1816a04b1bc8c0d2b","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"ai_use_disclosure_or_acknowledgement_addressed:required","summary":"Stanford University has 2 source-backed public claims 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy"],"evidenceSourceUrls":["https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"clm-stanford-university-law-school-ai-policy","sourceUrl":"https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","sourceLanguage":"en","evidenceSnippet":"In the absence of a course-specific AI policy set by the instructor, students may use generative AI tools to support their learning and to aid in the development or refinement of their own ideas, provided they do not use such tools to generate content that is then presented as their own work. The use of generative AI while taking an exam or to draft or revise any portion of submitted work is not permitted unless (1) fully disclosed in advance of its use by the student to the instructor, and (2) explicitly authorized by the instructor in writing prior to the student's use of the tool. Unauthorized use of AI tools may result in a lower grade, including a grade of F, and/or a referral to Sta...","sourceSnapshotHash":"6b775ecc8b3fbe6f25ddf584e4e69297b73474f5b44330c0130dfaba915c0be9","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-md-ai-policy","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"Learning and Clarification: Students may utilize AI to enhance their understanding of medical concepts, definitions, and for grammar/style editing, provided it does not conflict with specific assignment instructions or be inconsistent with faculty-authorized tasks. The use of AI tools is discouraged for any activities in which students are evaluated on their own knowledge or skills, unless explicitly granted permission by the faculty. Any substantial contributions from AI tools on assignments, presentations, and scholarly abstracts or proposals must be disclosed and properly cited. Students are responsible for any AI-generated content they submit, even if flawed or biased. All MD and MSPA...","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"restricted","normalizedValue":"course_or_assignment_dependent:restricted","summary":"Stanford 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":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-pwr-genai-policy","clm-stanford-university-bca-honor-code-framework"],"evidenceSourceUrls":["https://communitystandards.stanford.edu/generative-ai-policy-guidance","https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.793,"evidenceCount":3,"sourceCount":2,"basis":[{"claimId":"clm-stanford-university-bca-genai-guidance","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023. As part of the BCA's guidance on clear communication of a course's generative AI policy, OCS recommends course instructors provide clear advance notice that they may use detection software to review work submitted for use of generative AI.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-pwr-genai-policy","sourceUrl":"https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","sourceLanguage":"en","evidenceSnippet":"Students may not use generative AI or LLMs to compose the drafts or revisions for any of the major assignments in their PWR classes. This includes using generative AI to compose or revise portions of their essay or scripts (from individual phrases or sentences to longer passages) or including in their essays/scripts paraphrases of LLM-generated writing or paraphrases of source material generated by LLMs. Violation of PWR's AI policy is considered an Honor Code violation and will result in the involvement of Stanford's Office of Community Standards (OCS).","sourceSnapshotHash":"2e601e4a5b47215c842712627c3631375d0eb2ac936abbf1816a04b1bc8c0d2b","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-bca-honor-code-framework","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"restricted","normalizedValue":"exam_or_assessment_ai_use_addressed:restricted","summary":"Stanford University has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-gsb-ai-policy","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy"],"evidenceSourceUrls":["https://communitystandards.stanford.edu/generative-ai-policy-guidance","https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","https://tlhub.stanford.edu/docs/course-policies-on-generative-ai-use/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":5,"sourceCount":5,"basis":[{"claimId":"clm-stanford-university-bca-genai-guidance","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023. As part of the BCA's guidance on clear communication of a course's generative AI policy, OCS recommends course instructors provide clear advance notice that they may use detection software to review work submitted for use of generative AI.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-gsb-ai-policy","sourceUrl":"https://tlhub.stanford.edu/docs/course-policies-on-generative-ai-use/","sourceLanguage":"en","evidenceSnippet":"GSB Policy MBA/MSx courses: Instructors may not ban student use of AI tools for take-home coursework, including assignments and exams. Instructors may choose whether to allow student use of AI tools for in-class work, including exams. PhD/Undergraduate courses: Follow the Generative AI Policy Guidance from Stanford's Office of Community Standards.","sourceSnapshotHash":"7a0aaf5bf9c0e744c48334dbb29c2358e597631cec05db608374c0ff3bdcd950","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-law-school-ai-policy","sourceUrl":"https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","sourceLanguage":"en","evidenceSnippet":"In the absence of a course-specific AI policy set by the instructor, students may use generative AI tools to support their learning and to aid in the development or refinement of their own ideas, provided they do not use such tools to generate content that is then presented as their own work. The use of generative AI while taking an exam or to draft or revise any portion of submitted work is not permitted unless (1) fully disclosed in advance of its use by the student to the instructor, and (2) explicitly authorized by the instructor in writing prior to the student's use of the tool. Unauthorized use of AI tools may result in a lower grade, including a grade of F, and/or a referral to Sta...","sourceSnapshotHash":"6b775ecc8b3fbe6f25ddf584e4e69297b73474f5b44330c0130dfaba915c0be9","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-md-ai-policy","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"Learning and Clarification: Students may utilize AI to enhance their understanding of medical concepts, definitions, and for grammar/style editing, provided it does not conflict with specific assignment instructions or be inconsistent with faculty-authorized tasks. The use of AI tools is discouraged for any activities in which students are evaluated on their own knowledge or skills, unless explicitly granted permission by the faculty. Any substantial contributions from AI tools on assignments, presentations, and scholarly abstracts or proposals must be disclosed and properly cited. Students are responsible for any AI-generated content they submit, even if flawed or biased. All MD and MSPA...","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-pwr-genai-policy","sourceUrl":"https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","sourceLanguage":"en","evidenceSnippet":"Students may not use generative AI or LLMs to compose the drafts or revisions for any of the major assignments in their PWR classes. This includes using generative AI to compose or revise portions of their essay or scripts (from individual phrases or sentences to longer passages) or including in their essays/scripts paraphrases of LLM-generated writing or paraphrases of source material generated by LLMs. Violation of PWR's AI policy is considered an Honor Code violation and will result in the involvement of Stanford's Office of Community Standards (OCS).","sourceSnapshotHash":"2e601e4a5b47215c842712627c3631375d0eb2ac936abbf1816a04b1bc8c0d2b","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"sensitive_or_confidential_data_restricted:restricted","summary":"Stanford University has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["clm-stanford-university-md-phi-prohibition","clm-stanford-university-bca-honor-code-framework","clm-stanford-university-ucomm-ai-guidelines","clm-stanford-university-uit-responsible-ai"],"evidenceSourceUrls":["https://communitystandards.stanford.edu/generative-ai-policy-guidance","https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","https://ucomm.stanford.edu/policies-and-guidance/ai-guidelines-marketing-and-communications","https://uit.stanford.edu/security/responsibleai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.776,"evidenceCount":4,"sourceCount":4,"basis":[{"claimId":"clm-stanford-university-md-phi-prohibition","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"To ensure that patient confidentiality is maintained at all times, no confidential research, patient data, or other protected health information (PHI) is to be entered into public AI platforms (e.g., ChatGPT, Gemini, OpenEvidence, Doximity, etc.). Patient Confidential Data: The use of patient-identifying information or protected health information (PHI) in public AI tools is strictly forbidden.","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-bca-honor-code-framework","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-ucomm-ai-guidelines","sourceUrl":"https://ucomm.stanford.edu/policies-and-guidance/ai-guidelines-marketing-and-communications","sourceLanguage":"en","evidenceSnippet":"These guidelines apply to all regular staff, interns, casual employees, and consultants. You are personally responsible for oversight of any content you produce using AI to ensure that content is accurate, in alignment with institutional values, and in compliance with the policies set forth in this document. You are personally responsible for conforming to this requirement and this responsibility may not be delegated to another employee. You may not provide any confidential or legally privileged information of Stanford or a third party to generative AI tools. Do not use high-risk data in your prompts or include such data as attachments to your prompts.","sourceSnapshotHash":"9c5e79c1de806eb64ddd8fc7c3e70d95c560eaab5d03f1246333e9076e3a7c3b","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-uit-responsible-ai","sourceUrl":"https://uit.stanford.edu/security/responsibleai","sourceLanguage":"en","evidenceSnippet":"Avoid inputting any sensitive data, such as Moderate or High Risk Data, whether using a personal or Stanford account with a third-party AI platform or tool that is not covered by a Stanford Business Associates Agreement. It's recommended to opt out of sharing data for AI iterative learning wherever possible. If generative AI is to be used to interact with users, obtain their informed consent. If your final product is significantly influenced by an AI platform, consider informing people how you used AI and cite appropriately.","sourceSnapshotHash":"889383e990589f5baaeb6fd771505b4dfb6b5fcadef2d644ea5535950237194e","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"restricted","normalizedValue":"ai_use_subject_to_academic_integrity_rules:restricted","summary":"Stanford University has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy","clm-stanford-university-bca-honor-code-framework"],"evidenceSourceUrls":["https://communitystandards.stanford.edu/generative-ai-policy-guidance","https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":5,"sourceCount":4,"basis":[{"claimId":"clm-stanford-university-bca-genai-guidance","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023. As part of the BCA's guidance on clear communication of a course's generative AI policy, OCS recommends course instructors provide clear advance notice that they may use detection software to review work submitted for use of generative AI.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-law-school-ai-policy","sourceUrl":"https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","sourceLanguage":"en","evidenceSnippet":"In the absence of a course-specific AI policy set by the instructor, students may use generative AI tools to support their learning and to aid in the development or refinement of their own ideas, provided they do not use such tools to generate content that is then presented as their own work. The use of generative AI while taking an exam or to draft or revise any portion of submitted work is not permitted unless (1) fully disclosed in advance of its use by the student to the instructor, and (2) explicitly authorized by the instructor in writing prior to the student's use of the tool. Unauthorized use of AI tools may result in a lower grade, including a grade of F, and/or a referral to Sta...","sourceSnapshotHash":"6b775ecc8b3fbe6f25ddf584e4e69297b73474f5b44330c0130dfaba915c0be9","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-md-ai-policy","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"Learning and Clarification: Students may utilize AI to enhance their understanding of medical concepts, definitions, and for grammar/style editing, provided it does not conflict with specific assignment instructions or be inconsistent with faculty-authorized tasks. The use of AI tools is discouraged for any activities in which students are evaluated on their own knowledge or skills, unless explicitly granted permission by the faculty. Any substantial contributions from AI tools on assignments, presentations, and scholarly abstracts or proposals must be disclosed and properly cited. Students are responsible for any AI-generated content they submit, even if flawed or biased. All MD and MSPA...","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-pwr-genai-policy","sourceUrl":"https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","sourceLanguage":"en","evidenceSnippet":"Students may not use generative AI or LLMs to compose the drafts or revisions for any of the major assignments in their PWR classes. This includes using generative AI to compose or revise portions of their essay or scripts (from individual phrases or sentences to longer passages) or including in their essays/scripts paraphrases of LLM-generated writing or paraphrases of source material generated by LLMs. Violation of PWR's AI policy is considered an Honor Code violation and will result in the involvement of Stanford's Office of Community Standards (OCS).","sourceSnapshotHash":"2e601e4a5b47215c842712627c3631375d0eb2ac936abbf1816a04b1bc8c0d2b","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-bca-honor-code-framework","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"restricted","normalizedValue":"approved_or_licensed_ai_tools_identified:restricted","summary":"Stanford University 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":["clm-stanford-university-md-phi-prohibition"],"evidenceSourceUrls":["https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"clm-stanford-university-md-phi-prohibition","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"To ensure that patient confidentiality is maintained at all times, no confidential research, patient data, or other protected health information (PHI) is to be entered into public AI platforms (e.g., ChatGPT, Gemini, OpenEvidence, Doximity, etc.). Patient Confidential Data: The use of patient-identifying information or protected health information (PHI) in public AI tools is strictly forbidden.","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"named_ai_services_present:restricted","summary":"Stanford University 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":["clm-stanford-university-md-phi-prohibition"],"evidenceSourceUrls":["https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"clm-stanford-university-md-phi-prohibition","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"To ensure that patient confidentiality is maintained at all times, no confidential research, patient data, or other protected health information (PHI) is to be entered into public AI platforms (e.g., ChatGPT, Gemini, OpenEvidence, Doximity, etc.). Patient Confidential Data: The use of patient-identifying information or protected health information (PHI) in public AI tools is strictly forbidden.","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"instructor_or_teaching_guidance_available:recommended","summary":"Stanford University has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["clm-stanford-university-bca-genai-guidance","clm-stanford-university-gsb-ai-policy","clm-stanford-university-law-school-ai-policy","clm-stanford-university-md-ai-policy","clm-stanford-university-pwr-genai-policy"],"evidenceSourceUrls":["https://communitystandards.stanford.edu/generative-ai-policy-guidance","https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","https://tlhub.stanford.edu/docs/course-policies-on-generative-ai-use/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":5,"sourceCount":5,"basis":[{"claimId":"clm-stanford-university-bca-genai-guidance","sourceUrl":"https://communitystandards.stanford.edu/generative-ai-policy-guidance","sourceLanguage":"en","evidenceSnippet":"To give sufficient space for instructors to explore uses of generative AI tools in their courses, and to set clear guidelines to students about what uses are and are not consistent with the Stanford Honor Code, the BCA has set forth policy guidance regarding generative AI in the context of coursework. Note: Guidance adopted on February 16, 2023. As part of the BCA's guidance on clear communication of a course's generative AI policy, OCS recommends course instructors provide clear advance notice that they may use detection software to review work submitted for use of generative AI.","sourceSnapshotHash":"93e12eb9985a32023807300b0474d1f5d6e2ebf3a3d39dab18febe5ae6b47866","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-gsb-ai-policy","sourceUrl":"https://tlhub.stanford.edu/docs/course-policies-on-generative-ai-use/","sourceLanguage":"en","evidenceSnippet":"GSB Policy MBA/MSx courses: Instructors may not ban student use of AI tools for take-home coursework, including assignments and exams. Instructors may choose whether to allow student use of AI tools for in-class work, including exams. PhD/Undergraduate courses: Follow the Generative AI Policy Guidance from Stanford's Office of Community Standards.","sourceSnapshotHash":"7a0aaf5bf9c0e744c48334dbb29c2358e597631cec05db608374c0ff3bdcd950","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-law-school-ai-policy","sourceUrl":"https://law.stanford.edu/office-of-student-affairs/use-of-generative-ai-technology/","sourceLanguage":"en","evidenceSnippet":"In the absence of a course-specific AI policy set by the instructor, students may use generative AI tools to support their learning and to aid in the development or refinement of their own ideas, provided they do not use such tools to generate content that is then presented as their own work. The use of generative AI while taking an exam or to draft or revise any portion of submitted work is not permitted unless (1) fully disclosed in advance of its use by the student to the instructor, and (2) explicitly authorized by the instructor in writing prior to the student's use of the tool. Unauthorized use of AI tools may result in a lower grade, including a grade of F, and/or a referral to Sta...","sourceSnapshotHash":"6b775ecc8b3fbe6f25ddf584e4e69297b73474f5b44330c0130dfaba915c0be9","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-md-ai-policy","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"Learning and Clarification: Students may utilize AI to enhance their understanding of medical concepts, definitions, and for grammar/style editing, provided it does not conflict with specific assignment instructions or be inconsistent with faculty-authorized tasks. The use of AI tools is discouraged for any activities in which students are evaluated on their own knowledge or skills, unless explicitly granted permission by the faculty. Any substantial contributions from AI tools on assignments, presentations, and scholarly abstracts or proposals must be disclosed and properly cited. Students are responsible for any AI-generated content they submit, even if flawed or biased. All MD and MSPA...","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"},{"claimId":"clm-stanford-university-pwr-genai-policy","sourceUrl":"https://pwr.stanford.edu/about-pwr/pwr-policies/pwr-policy-use-genai-and-llms","sourceLanguage":"en","evidenceSnippet":"Students may not use generative AI or LLMs to compose the drafts or revisions for any of the major assignments in their PWR classes. This includes using generative AI to compose or revise portions of their essay or scripts (from individual phrases or sentences to longer passages) or including in their essays/scripts paraphrases of LLM-generated writing or paraphrases of source material generated by LLMs. Violation of PWR's AI policy is considered an Honor Code violation and will result in the involvement of Stanford's Office of Community Standards (OCS).","sourceSnapshotHash":"2e601e4a5b47215c842712627c3631375d0eb2ac936abbf1816a04b1bc8c0d2b","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"restricted","normalizedValue":"research_ai_guidance_available:restricted","summary":"Stanford University 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":["clm-stanford-university-md-phi-prohibition"],"evidenceSourceUrls":["https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.808,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"clm-stanford-university-md-phi-prohibition","sourceUrl":"https://med.stanford.edu/md/mdhandbook/section-3-md-requirements-procedures/3-32--generative-artificial-intelligence--ai--policy.html","sourceLanguage":"en","evidenceSnippet":"To ensure that patient confidentiality is maintained at all times, no confidential research, patient data, or other protected health information (PHI) is to be entered into public AI platforms (e.g., ChatGPT, Gemini, OpenEvidence, Doximity, etc.). Patient Confidential Data: The use of patient-identifying information or protected health information (PHI) in public AI tools is strictly forbidden.","sourceSnapshotHash":"230e4b8ce6f9a1a61f5408696e2021dfc45f79cb7d105f850eb22413e24fc385","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"recommended","normalizedValue":"security_procurement_or_enterprise_review_addressed:recommended","summary":"Stanford University has 1 source-backed public claim for security and procurement; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses security review, procurement, vendor approval, risk assessment, authentication, SSO, or licensing. 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":["clm-stanford-university-uit-responsible-ai"],"evidenceSourceUrls":["https://uit.stanford.edu/security/responsibleai"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"clm-stanford-university-uit-responsible-ai","sourceUrl":"https://uit.stanford.edu/security/responsibleai","sourceLanguage":"en","evidenceSnippet":"Avoid inputting any sensitive data, such as Moderate or High Risk Data, whether using a personal or Stanford account with a third-party AI platform or tool that is not covered by a Stanford Business Associates Agreement. It's recommended to opt out of sharing data for AI iterative learning wherever possible. If generative AI is to be used to interact with users, obtain their informed consent. If your final product is significantly influenced by an AI platform, consider informing people how you used AI and cite appropriately.","sourceSnapshotHash":"889383e990589f5baaeb6fd771505b4dfb6b5fcadef2d644ea5535950237194e","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. \"Stanford University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/stanford-university"}}