{"apiVersion":"v1","generatedAt":"2026-05-20T14:30:26.497Z","canonicalUrl":"https://eduaipolicy.org/universities/missouri-university-of-science-and-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":"Missouri University of Science and Technology policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/missouri-university-of-science-and-technology","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/missouri-university-of-science-and-technology.json","suggestedCitation":"University AI Policy Tracker. \"Missouri University of Science and Technology policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/missouri-university-of-science-and-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":"missouri-university-of-science-and-technology","entityName":"Missouri University of Science and Technology","canonicalUrl":"https://eduaipolicy.org/universities/missouri-university-of-science-and-technology","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/missouri-university-of-science-and-technology.json","generatedAt":"2026-05-17T17:12:55.000Z","basedOnClaimIds":["claim-mst-ai-checker-caution","claim-mst-ai-coursework-instructor-approval","claim-mst-ai-responsible-use-guidance","claim-mst-ai-sensitive-data-caution","claim-mst-ai-software-compliance-review","claim-mst-gai-course-policy-levels"],"basedOnSourceUrls":["https://cafe.mst.edu/teaching/gaiguidelines/","https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.779,"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-mst-ai-coursework-instructor-approval","claim-mst-ai-responsible-use-guidance","claim-mst-ai-software-compliance-review","claim-mst-gai-course-policy-levels"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"conditionally_allowed","evidenceClaimIds":["claim-mst-ai-coursework-instructor-approval"],"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":"conditionally_allowed","evidenceClaimIds":["claim-mst-ai-coursework-instructor-approval","claim-mst-ai-checker-caution","claim-mst-ai-responsible-use-guidance","claim-mst-gai-course-policy-levels"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"conditionally_allowed","evidenceClaimIds":["claim-mst-ai-coursework-instructor-approval","claim-mst-ai-checker-caution","claim-mst-ai-responsible-use-guidance","claim-mst-gai-course-policy-levels"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"restricted","evidenceClaimIds":["claim-mst-ai-sensitive-data-caution"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"restricted","evidenceClaimIds":["claim-mst-ai-sensitive-data-caution","claim-mst-ai-responsible-use-guidance","claim-mst-ai-software-compliance-review"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-mst-ai-coursework-instructor-approval","claim-mst-ai-checker-caution","claim-mst-ai-responsible-use-guidance","claim-mst-gai-course-policy-levels"],"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":"coursework_ai_requires_instructor_approval","summary":"Missouri University of Science and 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-mst-ai-coursework-instructor-approval","claim-mst-ai-responsible-use-guidance","claim-mst-ai-software-compliance-review","claim-mst-gai-course-policy-levels"],"evidenceSourceUrls":["https://cafe.mst.edu/teaching/gaiguidelines/","https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"claim-mst-ai-coursework-instructor-approval","sourceUrl":"https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","sourceLanguage":"en","evidenceSnippet":"Using AI tools like ChatGPT in coursework requires instructor approval to align with Missouri S&T's academic integrity policies. Unauthorized use may violate university regulations and be considered plagiarism. To maintain academic honesty, students should clarify AI usage guidelines with their instructors before applying these tools.","sourceSnapshotHash":"6aeaea240e545d1acb25211d71f1a6ccc7a0d889d136ceac58d93a5bd7a509cc","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-responsible-use-guidance","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"The campus encourages the responsible and ethical use of AI by students, faculty, and staff. This page provides guidance on how AI can be integrated into academic and workplace settings, outlines compliance considerations, and highlights approved AI tools currently available for use.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-software-compliance-review","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Although many software titles have AI included, not all are approved for use at S&T. Check the approved software list before using. Missouri S&T's IT teams continually monitor emerging technologies... To meet the Board of Curators technology acquisition policy (BPM 12004), IT Compliance must review and approve each software use case.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-gai-course-policy-levels","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The goal was to produce a series of clear and reasonable criteria faculty could use if they deemed necessary for their courses... the GAI task force recommends that faculty include their own written policy regarding students' GAI use... Instructors have academic freedom to set acceptable levels of GAI use in their classroom.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","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":"conditionally_allowed","normalizedValue":"coursework_ai_requires_instructor_approval","summary":"Missouri University of Science and Technology has 4 source-backed public claims for coursework; deterministic analysis status: conditionally_allowed.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This conditionally_allowed 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-mst-ai-coursework-instructor-approval","claim-mst-ai-checker-caution","claim-mst-ai-responsible-use-guidance","claim-mst-gai-course-policy-levels"],"evidenceSourceUrls":["https://cafe.mst.edu/teaching/gaiguidelines/","https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.776,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"claim-mst-ai-coursework-instructor-approval","sourceUrl":"https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","sourceLanguage":"en","evidenceSnippet":"Using AI tools like ChatGPT in coursework requires instructor approval to align with Missouri S&T's academic integrity policies. Unauthorized use may violate university regulations and be considered plagiarism. To maintain academic honesty, students should clarify AI usage guidelines with their instructors before applying these tools.","sourceSnapshotHash":"6aeaea240e545d1acb25211d71f1a6ccc7a0d889d136ceac58d93a5bd7a509cc","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-checker-caution","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The UM system does not endorse nor provide an AI checker. These have been shown to be highly unreliable and biased. Faculty are therefore cautioned against attempting to use this type of software.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-responsible-use-guidance","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"The campus encourages the responsible and ethical use of AI by students, faculty, and staff. This page provides guidance on how AI can be integrated into academic and workplace settings, outlines compliance considerations, and highlights approved AI tools currently available for use.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-gai-course-policy-levels","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The goal was to produce a series of clear and reasonable criteria faculty could use if they deemed necessary for their courses... the GAI task force recommends that faculty include their own written policy regarding students' GAI use... Instructors have academic freedom to set acceptable levels of GAI use in their classroom.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"conditionally_allowed","normalizedValue":"coursework_ai_requires_instructor_approval","summary":"Missouri University of Science and Technology has 4 source-backed public claims for exams; deterministic analysis status: conditionally_allowed.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This conditionally_allowed 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-mst-ai-coursework-instructor-approval","claim-mst-ai-checker-caution","claim-mst-ai-responsible-use-guidance","claim-mst-gai-course-policy-levels"],"evidenceSourceUrls":["https://cafe.mst.edu/teaching/gaiguidelines/","https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.776,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"claim-mst-ai-coursework-instructor-approval","sourceUrl":"https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","sourceLanguage":"en","evidenceSnippet":"Using AI tools like ChatGPT in coursework requires instructor approval to align with Missouri S&T's academic integrity policies. Unauthorized use may violate university regulations and be considered plagiarism. To maintain academic honesty, students should clarify AI usage guidelines with their instructors before applying these tools.","sourceSnapshotHash":"6aeaea240e545d1acb25211d71f1a6ccc7a0d889d136ceac58d93a5bd7a509cc","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-checker-caution","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The UM system does not endorse nor provide an AI checker. These have been shown to be highly unreliable and biased. Faculty are therefore cautioned against attempting to use this type of software.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-responsible-use-guidance","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"The campus encourages the responsible and ethical use of AI by students, faculty, and staff. This page provides guidance on how AI can be integrated into academic and workplace settings, outlines compliance considerations, and highlights approved AI tools currently available for use.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-gai-course-policy-levels","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The goal was to produce a series of clear and reasonable criteria faculty could use if they deemed necessary for their courses... the GAI task force recommends that faculty include their own written policy regarding students' GAI use... Instructors have academic freedom to set acceptable levels of GAI use in their classroom.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"restricted","normalizedValue":"sensitive_data_requires_approval","summary":"Missouri University of Science and Technology has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-mst-ai-sensitive-data-caution"],"evidenceSourceUrls":["https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-mst-ai-sensitive-data-caution","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Prioritize protecting intellectual property and data over results. Do not utilize AI when dealing with sensitive data, unless approved, such as student information, restricted grant information, unpublished research, or other works in progress.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"conditionally_allowed","normalizedValue":"coursework_ai_requires_instructor_approval","summary":"Missouri University of Science and Technology 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-mst-ai-coursework-instructor-approval"],"evidenceSourceUrls":["https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-mst-ai-coursework-instructor-approval","sourceUrl":"https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","sourceLanguage":"en","evidenceSnippet":"Using AI tools like ChatGPT in coursework requires instructor approval to align with Missouri S&T's academic integrity policies. Unauthorized use may violate university regulations and be considered plagiarism. To maintain academic honesty, students should clarify AI usage guidelines with their instructors before applying these tools.","sourceSnapshotHash":"6aeaea240e545d1acb25211d71f1a6ccc7a0d889d136ceac58d93a5bd7a509cc","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"restricted","normalizedValue":"sensitive_data_requires_approval","summary":"Missouri University of Science and Technology has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-mst-ai-sensitive-data-caution","claim-mst-ai-responsible-use-guidance","claim-mst-ai-software-compliance-review"],"evidenceSourceUrls":["https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.771,"evidenceCount":3,"sourceCount":1,"basis":[{"claimId":"claim-mst-ai-sensitive-data-caution","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Prioritize protecting intellectual property and data over results. Do not utilize AI when dealing with sensitive data, unless approved, such as student information, restricted grant information, unpublished research, or other works in progress.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-responsible-use-guidance","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"The campus encourages the responsible and ethical use of AI by students, faculty, and staff. This page provides guidance on how AI can be integrated into academic and workplace settings, outlines compliance considerations, and highlights approved AI tools currently available for use.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-software-compliance-review","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Although many software titles have AI included, not all are approved for use at S&T. Check the approved software list before using. Missouri S&T's IT teams continually monitor emerging technologies... To meet the Board of Curators technology acquisition policy (BPM 12004), IT Compliance must review and approve each software use case.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"restricted","normalizedValue":"coursework_ai_requires_instructor_approval","summary":"Missouri University of Science and Technology has 4 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 4 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-mst-ai-coursework-instructor-approval","claim-mst-ai-sensitive-data-caution","claim-mst-ai-responsible-use-guidance","claim-mst-ai-software-compliance-review"],"evidenceSourceUrls":["https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.778,"evidenceCount":4,"sourceCount":2,"basis":[{"claimId":"claim-mst-ai-coursework-instructor-approval","sourceUrl":"https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","sourceLanguage":"en","evidenceSnippet":"Using AI tools like ChatGPT in coursework requires instructor approval to align with Missouri S&T's academic integrity policies. Unauthorized use may violate university regulations and be considered plagiarism. To maintain academic honesty, students should clarify AI usage guidelines with their instructors before applying these tools.","sourceSnapshotHash":"6aeaea240e545d1acb25211d71f1a6ccc7a0d889d136ceac58d93a5bd7a509cc","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-sensitive-data-caution","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Prioritize protecting intellectual property and data over results. Do not utilize AI when dealing with sensitive data, unless approved, such as student information, restricted grant information, unpublished research, or other works in progress.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-responsible-use-guidance","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"The campus encourages the responsible and ethical use of AI by students, faculty, and staff. This page provides guidance on how AI can be integrated into academic and workplace settings, outlines compliance considerations, and highlights approved AI tools currently available for use.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-software-compliance-review","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Although many software titles have AI included, not all are approved for use at S&T. Check the approved software list before using. Missouri S&T's IT teams continually monitor emerging technologies... To meet the Board of Curators technology acquisition policy (BPM 12004), IT Compliance must review and approve each software use case.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"coursework_ai_requires_instructor_approval","summary":"Missouri University of Science and 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-mst-ai-coursework-instructor-approval","claim-mst-ai-checker-caution","claim-mst-ai-responsible-use-guidance","claim-mst-gai-course-policy-levels"],"evidenceSourceUrls":["https://cafe.mst.edu/teaching/gaiguidelines/","https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.776,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"claim-mst-ai-coursework-instructor-approval","sourceUrl":"https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","sourceLanguage":"en","evidenceSnippet":"Using AI tools like ChatGPT in coursework requires instructor approval to align with Missouri S&T's academic integrity policies. Unauthorized use may violate university regulations and be considered plagiarism. To maintain academic honesty, students should clarify AI usage guidelines with their instructors before applying these tools.","sourceSnapshotHash":"6aeaea240e545d1acb25211d71f1a6ccc7a0d889d136ceac58d93a5bd7a509cc","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-checker-caution","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The UM system does not endorse nor provide an AI checker. These have been shown to be highly unreliable and biased. Faculty are therefore cautioned against attempting to use this type of software.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-responsible-use-guidance","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"The campus encourages the responsible and ethical use of AI by students, faculty, and staff. This page provides guidance on how AI can be integrated into academic and workplace settings, outlines compliance considerations, and highlights approved AI tools currently available for use.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-gai-course-policy-levels","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The goal was to produce a series of clear and reasonable criteria faculty could use if they deemed necessary for their courses... the GAI task force recommends that faculty include their own written policy regarding students' GAI use... Instructors have academic freedom to set acceptable levels of GAI use in their classroom.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"restricted","normalizedValue":"sensitive_data_requires_approval","summary":"Missouri University of Science and 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-mst-ai-sensitive-data-caution"],"evidenceSourceUrls":["https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-mst-ai-sensitive-data-caution","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Prioritize protecting intellectual property and data over results. Do not utilize AI when dealing with sensitive data, unless approved, such as student information, restricted grant information, unpublished research, or other works in progress.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"restricted","normalizedValue":"coursework_ai_requires_instructor_approval","summary":"Missouri University of Science and Technology has 5 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 5 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-mst-ai-coursework-instructor-approval","claim-mst-ai-sensitive-data-caution","claim-mst-ai-checker-caution","claim-mst-ai-responsible-use-guidance","claim-mst-ai-software-compliance-review"],"evidenceSourceUrls":["https://cafe.mst.edu/teaching/gaiguidelines/","https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","https://it.mst.edu/ai/"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.777,"evidenceCount":5,"sourceCount":3,"basis":[{"claimId":"claim-mst-ai-coursework-instructor-approval","sourceUrl":"https://dos.mst.edu/communitystandards/academicintegrity/facultyresources-ai/","sourceLanguage":"en","evidenceSnippet":"Using AI tools like ChatGPT in coursework requires instructor approval to align with Missouri S&T's academic integrity policies. Unauthorized use may violate university regulations and be considered plagiarism. To maintain academic honesty, students should clarify AI usage guidelines with their instructors before applying these tools.","sourceSnapshotHash":"6aeaea240e545d1acb25211d71f1a6ccc7a0d889d136ceac58d93a5bd7a509cc","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-sensitive-data-caution","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Prioritize protecting intellectual property and data over results. Do not utilize AI when dealing with sensitive data, unless approved, such as student information, restricted grant information, unpublished research, or other works in progress.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-checker-caution","sourceUrl":"https://cafe.mst.edu/teaching/gaiguidelines/","sourceLanguage":"en","evidenceSnippet":"The UM system does not endorse nor provide an AI checker. These have been shown to be highly unreliable and biased. Faculty are therefore cautioned against attempting to use this type of software.","sourceSnapshotHash":"0f4abbb6d82822e9b1b2ec6b61b48151569750bb9cbd4c751fab6481eccfee48","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-responsible-use-guidance","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"The campus encourages the responsible and ethical use of AI by students, faculty, and staff. This page provides guidance on how AI can be integrated into academic and workplace settings, outlines compliance considerations, and highlights approved AI tools currently available for use.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","reviewState":"agent_reviewed"},{"claimId":"claim-mst-ai-software-compliance-review","sourceUrl":"https://it.mst.edu/ai/","sourceLanguage":"en","evidenceSnippet":"Although many software titles have AI included, not all are approved for use at S&T. Check the approved software list before using. Missouri S&T's IT teams continually monitor emerging technologies... To meet the Board of Curators technology acquisition policy (BPM 12004), IT Compliance must review and approve each software use case.","sourceSnapshotHash":"7460c30163033873650f2bb6585937c7710f2494a3e9fe066b1b59a6fe797cdd","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. \"Missouri University of Science and Technology policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/missouri-university-of-science-and-technology"}}