{"apiVersion":"v1","generatedAt":"2026-05-16T15:20:21.407Z","canonicalUrl":"https://eduaipolicy.org/universities/mahidol-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":"Mahidol University policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/mahidol-university","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/mahidol-university.json","suggestedCitation":"University AI Policy Tracker. \"Mahidol University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/mahidol-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":"mahidol-university","entityName":"Mahidol University","canonicalUrl":"https://eduaipolicy.org/universities/mahidol-university","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/mahidol-university.json","generatedAt":"2026-05-16T14:10:00.000Z","basedOnClaimIds":["pc-mahidol-genai-academic-integrity","pc-mahidol-genai-framework","pc-mahidol-genai-privacy","pc-mahidol-genai-research-transparency","pc-mahidol-graduate-ai-disclosure","pc-mahidol-official-ai-tools-access"],"basedOnSourceUrls":["https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","https://stang.sc.mahidol.ac.th/en/it/gen-ai.php"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.785,"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":["pc-mahidol-genai-framework","pc-mahidol-genai-privacy","pc-mahidol-genai-research-transparency"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["pc-mahidol-genai-academic-integrity","pc-mahidol-graduate-ai-disclosure"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["pc-mahidol-genai-academic-integrity","pc-mahidol-graduate-ai-disclosure"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["pc-mahidol-genai-academic-integrity","pc-mahidol-genai-framework","pc-mahidol-graduate-ai-disclosure","pc-mahidol-official-ai-tools-access"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"required","evidenceClaimIds":["pc-mahidol-genai-academic-integrity","pc-mahidol-genai-framework","pc-mahidol-graduate-ai-disclosure","pc-mahidol-official-ai-tools-access"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["pc-mahidol-genai-privacy"],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["pc-mahidol-genai-framework","pc-mahidol-official-ai-tools-access"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["pc-mahidol-graduate-ai-disclosure","pc-mahidol-official-ai-tools-access"],"reviewState":"machine_candidate"}],"reviewState":"machine_candidate","limitations":["Policy Coverage Score measures breadth of public, source-backed coverage; it is not a policy quality score.","This tracker is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page."]},"dimensions":[{"key":"policy_presence","label":"Policy presence","status":"unclear","normalizedValue":"university_wide_genai_policy_framework","summary":"Mahidol University has 3 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 3 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["pc-mahidol-genai-framework","pc-mahidol-genai-privacy","pc-mahidol-genai-research-transparency"],"evidenceSourceUrls":["https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf"],"sourceLanguages":["th"],"reviewState":"machine_candidate","confidence":0.796,"evidenceCount":3,"sourceCount":1,"basis":[{"claimId":"pc-mahidol-genai-framework","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นโยบายนี้จึงถูกจัดทำขึ้นเพื่อเป็นกรอบแนวทาง และวิธีปฏิบัติสำหรับบุคลากรและนักศึกษาของมหาวิทยาลัยฯ และคู่ความร่วมมืออย่างเป็นทางการ ในการใช้ Generative AI ในกิจกรรมการเรียนการสอน งานวิจัย งานบริการทางวิชาการ การบริการทางการสุขภาพ การ บริการสังคม และงานสนับสนุนอื่น ๆ อย่างสร้างสรรค์และเหมาะสม","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-genai-privacy","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"การใช้ Generative AI ต้องคำนึงถึงความปลอดภัยของ ข้อมูลและความเป็นส่วนตัวของผู้เกี่ยวข้อง การเก็บรักษาและการใช้ข้อมูลที่เกี่ยวข้องกับการใช้งาน Generative AI ต้องเป็นไปตามกฎหมายและระเบียบที่เกี่ยวข้อง","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-genai-research-transparency","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นักวิจัยสามารถใช้ Generative AI เป็นเครื่องมือใน การวิจัยเพื่อเพิ่มประสิทธิภาพและขยายขอบเขตการค้นคว้า ... นักวิจัยต้องระบุอย่างชัดเจนถึงบทบาทของ Generative AI ใน กระบวนการวิจัย และรักษาความเป็นเจ้าของผลงานวิจัยของนักวิจัย การนำเสนอผลงานวิจัยที่ใช้ Generative AI ต้องมีความโปร่งใสและระบุถึงวิธีการใช้งาน และแหล่งที่มาของ Generative AI อย่างชัดเจน","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"students_responsible_use_and_citation_required","summary":"Mahidol 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":["pc-mahidol-genai-academic-integrity","pc-mahidol-graduate-ai-disclosure"],"evidenceSourceUrls":["https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"pc-mahidol-genai-academic-integrity","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นักศึกษาต้องใช้ Generative AI อย่างมีความรับผิดชอบ โดยหลีกเลี่ยงการนำ Generative AI มาใช้ใน ลักษณะที่อาจละเมิดหลักความซื่อสัตย์ทางวิชาการ และต้องระบุแหล่งที่มาของข้อมูลหรือเนื้อหาที่ได้จาก Generative AI อย่างชัดเจน","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-graduate-ai-disclosure","sourceUrl":"https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","sourceLanguage":"en","evidenceSnippet":"Advisor may allow the use of AI by graduate students, but not for generating or drafting the main content, analysis, research results, or main conclusions that reflect the knowledge or skills students are expected to demonstrate themselves. Both advisor and student must disclose AI usage transparently.","sourceSnapshotHash":"66deb0d7b70f211f02570d7455d60bd5cd1c842a2de5ec40f2cee8974fc3692f","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"required","normalizedValue":"students_responsible_use_and_citation_required","summary":"Mahidol University has 4 source-backed public claims for coursework; deterministic analysis status: required.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. This required 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":["pc-mahidol-genai-academic-integrity","pc-mahidol-genai-framework","pc-mahidol-graduate-ai-disclosure","pc-mahidol-official-ai-tools-access"],"evidenceSourceUrls":["https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","https://stang.sc.mahidol.ac.th/en/it/gen-ai.php"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"pc-mahidol-genai-academic-integrity","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นักศึกษาต้องใช้ Generative AI อย่างมีความรับผิดชอบ โดยหลีกเลี่ยงการนำ Generative AI มาใช้ใน ลักษณะที่อาจละเมิดหลักความซื่อสัตย์ทางวิชาการ และต้องระบุแหล่งที่มาของข้อมูลหรือเนื้อหาที่ได้จาก Generative AI อย่างชัดเจน","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-genai-framework","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นโยบายนี้จึงถูกจัดทำขึ้นเพื่อเป็นกรอบแนวทาง และวิธีปฏิบัติสำหรับบุคลากรและนักศึกษาของมหาวิทยาลัยฯ และคู่ความร่วมมืออย่างเป็นทางการ ในการใช้ Generative AI ในกิจกรรมการเรียนการสอน งานวิจัย งานบริการทางวิชาการ การบริการทางการสุขภาพ การ บริการสังคม และงานสนับสนุนอื่น ๆ อย่างสร้างสรรค์และเหมาะสม","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-graduate-ai-disclosure","sourceUrl":"https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","sourceLanguage":"en","evidenceSnippet":"Advisor may allow the use of AI by graduate students, but not for generating or drafting the main content, analysis, research results, or main conclusions that reflect the knowledge or skills students are expected to demonstrate themselves. Both advisor and student must disclose AI usage transparently.","sourceSnapshotHash":"66deb0d7b70f211f02570d7455d60bd5cd1c842a2de5ec40f2cee8974fc3692f","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-official-ai-tools-access","sourceUrl":"https://stang.sc.mahidol.ac.th/en/it/gen-ai.php","sourceLanguage":"en","evidenceSnippet":"Mahidol University provides free access to Google Gemini for Education for faculty members, staff, and students. Mahidol University provides free access to Microsoft Copilot 365 for Education for faculty members, staff, and students.","sourceSnapshotHash":"14421c2d75bf7448f6fe0ec03148796bde05673820636d075a41ccad7e440cd4","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"required","normalizedValue":"students_responsible_use_and_citation_required","summary":"Mahidol University has 4 source-backed public claims for exams; deterministic analysis status: required.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This required 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":["pc-mahidol-genai-academic-integrity","pc-mahidol-genai-framework","pc-mahidol-graduate-ai-disclosure","pc-mahidol-official-ai-tools-access"],"evidenceSourceUrls":["https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","https://stang.sc.mahidol.ac.th/en/it/gen-ai.php"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.782,"evidenceCount":4,"sourceCount":3,"basis":[{"claimId":"pc-mahidol-genai-academic-integrity","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นักศึกษาต้องใช้ Generative AI อย่างมีความรับผิดชอบ โดยหลีกเลี่ยงการนำ Generative AI มาใช้ใน ลักษณะที่อาจละเมิดหลักความซื่อสัตย์ทางวิชาการ และต้องระบุแหล่งที่มาของข้อมูลหรือเนื้อหาที่ได้จาก Generative AI อย่างชัดเจน","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-genai-framework","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นโยบายนี้จึงถูกจัดทำขึ้นเพื่อเป็นกรอบแนวทาง และวิธีปฏิบัติสำหรับบุคลากรและนักศึกษาของมหาวิทยาลัยฯ และคู่ความร่วมมืออย่างเป็นทางการ ในการใช้ Generative AI ในกิจกรรมการเรียนการสอน งานวิจัย งานบริการทางวิชาการ การบริการทางการสุขภาพ การ บริการสังคม และงานสนับสนุนอื่น ๆ อย่างสร้างสรรค์และเหมาะสม","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-graduate-ai-disclosure","sourceUrl":"https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","sourceLanguage":"en","evidenceSnippet":"Advisor may allow the use of AI by graduate students, but not for generating or drafting the main content, analysis, research results, or main conclusions that reflect the knowledge or skills students are expected to demonstrate themselves. Both advisor and student must disclose AI usage transparently.","sourceSnapshotHash":"66deb0d7b70f211f02570d7455d60bd5cd1c842a2de5ec40f2cee8974fc3692f","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-official-ai-tools-access","sourceUrl":"https://stang.sc.mahidol.ac.th/en/it/gen-ai.php","sourceLanguage":"en","evidenceSnippet":"Mahidol University provides free access to Google Gemini for Education for faculty members, staff, and students. Mahidol University provides free access to Microsoft Copilot 365 for Education for faculty members, staff, and students.","sourceSnapshotHash":"14421c2d75bf7448f6fe0ec03148796bde05673820636d075a41ccad7e440cd4","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"required","normalizedValue":"data_security_privacy_and_legal_compliance","summary":"Mahidol University 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":["pc-mahidol-genai-privacy"],"evidenceSourceUrls":["https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf"],"sourceLanguages":["th"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"pc-mahidol-genai-privacy","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"การใช้ Generative AI ต้องคำนึงถึงความปลอดภัยของ ข้อมูลและความเป็นส่วนตัวของผู้เกี่ยวข้อง การเก็บรักษาและการใช้ข้อมูลที่เกี่ยวข้องกับการใช้งาน Generative AI ต้องเป็นไปตามกฎหมายและระเบียบที่เกี่ยวข้อง","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"}]},{"key":"academic_integrity","label":"Academic integrity","status":"required","normalizedValue":"students_responsible_use_and_citation_required","summary":"Mahidol University has 2 source-backed public claims for academic integrity; deterministic analysis status: required.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. 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":["pc-mahidol-genai-academic-integrity","pc-mahidol-graduate-ai-disclosure"],"evidenceSourceUrls":["https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.799,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"pc-mahidol-genai-academic-integrity","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นักศึกษาต้องใช้ Generative AI อย่างมีความรับผิดชอบ โดยหลีกเลี่ยงการนำ Generative AI มาใช้ใน ลักษณะที่อาจละเมิดหลักความซื่อสัตย์ทางวิชาการ และต้องระบุแหล่งที่มาของข้อมูลหรือเนื้อหาที่ได้จาก Generative AI อย่างชัดเจน","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-graduate-ai-disclosure","sourceUrl":"https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","sourceLanguage":"en","evidenceSnippet":"Advisor may allow the use of AI by graduate students, but not for generating or drafting the main content, analysis, research results, or main conclusions that reflect the knowledge or skills students are expected to demonstrate themselves. Both advisor and student must disclose AI usage transparently.","sourceSnapshotHash":"66deb0d7b70f211f02570d7455d60bd5cd1c842a2de5ec40f2cee8974fc3692f","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"allowed","normalizedValue":"university_wide_genai_policy_framework","summary":"Mahidol University has 2 source-backed public claims for approved tools; deterministic analysis status: allowed.","explanation":"Whether public guidance identifies institutionally approved, licensed, procured, or enterprise AI tools. This allowed status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["pc-mahidol-genai-framework","pc-mahidol-official-ai-tools-access"],"evidenceSourceUrls":["https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","https://stang.sc.mahidol.ac.th/en/it/gen-ai.php"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.765,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"pc-mahidol-genai-framework","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นโยบายนี้จึงถูกจัดทำขึ้นเพื่อเป็นกรอบแนวทาง และวิธีปฏิบัติสำหรับบุคลากรและนักศึกษาของมหาวิทยาลัยฯ และคู่ความร่วมมืออย่างเป็นทางการ ในการใช้ Generative AI ในกิจกรรมการเรียนการสอน งานวิจัย งานบริการทางวิชาการ การบริการทางการสุขภาพ การ บริการสังคม และงานสนับสนุนอื่น ๆ อย่างสร้างสรรค์และเหมาะสม","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-official-ai-tools-access","sourceUrl":"https://stang.sc.mahidol.ac.th/en/it/gen-ai.php","sourceLanguage":"en","evidenceSnippet":"Mahidol University provides free access to Google Gemini for Education for faculty members, staff, and students. Mahidol University provides free access to Microsoft Copilot 365 for Education for faculty members, staff, and students.","sourceSnapshotHash":"14421c2d75bf7448f6fe0ec03148796bde05673820636d075a41ccad7e440cd4","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"required","normalizedValue":"university_wide_genai_policy_framework","summary":"Mahidol University has 3 source-backed public claims for named ai services; deterministic analysis status: required.","explanation":"Whether public guidance names AI services such as ChatGPT, Copilot, Claude, Gemini, Grammarly, or DeepSeek. This required 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":["pc-mahidol-genai-framework","pc-mahidol-genai-privacy","pc-mahidol-official-ai-tools-access"],"evidenceSourceUrls":["https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","https://stang.sc.mahidol.ac.th/en/it/gen-ai.php"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.776,"evidenceCount":3,"sourceCount":2,"basis":[{"claimId":"pc-mahidol-genai-framework","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นโยบายนี้จึงถูกจัดทำขึ้นเพื่อเป็นกรอบแนวทาง และวิธีปฏิบัติสำหรับบุคลากรและนักศึกษาของมหาวิทยาลัยฯ และคู่ความร่วมมืออย่างเป็นทางการ ในการใช้ Generative AI ในกิจกรรมการเรียนการสอน งานวิจัย งานบริการทางวิชาการ การบริการทางการสุขภาพ การ บริการสังคม และงานสนับสนุนอื่น ๆ อย่างสร้างสรรค์และเหมาะสม","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-genai-privacy","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"การใช้ Generative AI ต้องคำนึงถึงความปลอดภัยของ ข้อมูลและความเป็นส่วนตัวของผู้เกี่ยวข้อง การเก็บรักษาและการใช้ข้อมูลที่เกี่ยวข้องกับการใช้งาน Generative AI ต้องเป็นไปตามกฎหมายและระเบียบที่เกี่ยวข้อง","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-official-ai-tools-access","sourceUrl":"https://stang.sc.mahidol.ac.th/en/it/gen-ai.php","sourceLanguage":"en","evidenceSnippet":"Mahidol University provides free access to Google Gemini for Education for faculty members, staff, and students. Mahidol University provides free access to Microsoft Copilot 365 for Education for faculty members, staff, and students.","sourceSnapshotHash":"14421c2d75bf7448f6fe0ec03148796bde05673820636d075a41ccad7e440cd4","reviewState":"agent_reviewed"}]},{"key":"teaching_guidance","label":"Teaching guidance","status":"recommended","normalizedValue":"graduate_ai_use_limited_and_disclosure_required","summary":"Mahidol University has 2 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 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["pc-mahidol-graduate-ai-disclosure","pc-mahidol-official-ai-tools-access"],"evidenceSourceUrls":["https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","https://stang.sc.mahidol.ac.th/en/it/gen-ai.php"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.761,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"pc-mahidol-graduate-ai-disclosure","sourceUrl":"https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","sourceLanguage":"en","evidenceSnippet":"Advisor may allow the use of AI by graduate students, but not for generating or drafting the main content, analysis, research results, or main conclusions that reflect the knowledge or skills students are expected to demonstrate themselves. Both advisor and student must disclose AI usage transparently.","sourceSnapshotHash":"66deb0d7b70f211f02570d7455d60bd5cd1c842a2de5ec40f2cee8974fc3692f","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-official-ai-tools-access","sourceUrl":"https://stang.sc.mahidol.ac.th/en/it/gen-ai.php","sourceLanguage":"en","evidenceSnippet":"Mahidol University provides free access to Google Gemini for Education for faculty members, staff, and students. Mahidol University provides free access to Microsoft Copilot 365 for Education for faculty members, staff, and students.","sourceSnapshotHash":"14421c2d75bf7448f6fe0ec03148796bde05673820636d075a41ccad7e440cd4","reviewState":"agent_reviewed"}]},{"key":"research_guidance","label":"Research guidance","status":"recommended","normalizedValue":"research_use_permitted_with_transparency","summary":"Mahidol University has 2 source-backed public claims for research guidance; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses research use, publication ethics, research data, grants, or human-subjects compliance. This recommended status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["pc-mahidol-genai-research-transparency","pc-mahidol-graduate-ai-disclosure"],"evidenceSourceUrls":["https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf"],"sourceLanguages":["en","th"],"reviewState":"machine_candidate","confidence":0.791,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"pc-mahidol-genai-research-transparency","sourceUrl":"https://muit.mahidol.ac.th/downloads/act-policy/GenAI-mahidol-policy-2568.pdf","sourceLanguage":"th","evidenceSnippet":"นักวิจัยสามารถใช้ Generative AI เป็นเครื่องมือใน การวิจัยเพื่อเพิ่มประสิทธิภาพและขยายขอบเขตการค้นคว้า ... นักวิจัยต้องระบุอย่างชัดเจนถึงบทบาทของ Generative AI ใน กระบวนการวิจัย และรักษาความเป็นเจ้าของผลงานวิจัยของนักวิจัย การนำเสนอผลงานวิจัยที่ใช้ Generative AI ต้องมีความโปร่งใสและระบุถึงวิธีการใช้งาน และแหล่งที่มาของ Generative AI อย่างชัดเจน","sourceSnapshotHash":"83648fc26c93467c3e758255368cbef9b87abfd6786466d3aef5b55ecdfcae92","reviewState":"agent_reviewed"},{"claimId":"pc-mahidol-graduate-ai-disclosure","sourceUrl":"https://graduate.mahidol.ac.th/storage/IT-SERVICE/Announce/PR07129.pdf","sourceLanguage":"en","evidenceSnippet":"Advisor may allow the use of AI by graduate students, but not for generating or drafting the main content, analysis, research results, or main conclusions that reflect the knowledge or skills students are expected to demonstrate themselves. Both advisor and student must disclose AI usage transparently.","sourceSnapshotHash":"66deb0d7b70f211f02570d7455d60bd5cd1c842a2de5ec40f2cee8974fc3692f","reviewState":"agent_reviewed"}]},{"key":"security_procurement","label":"Security and procurement","status":"not_mentioned","summary":"No source-backed public claim about AI security review or procurement 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 security review, procurement, vendor approval, risk assessment, authentication, SSO, or enterprise licensing.","basis":[]}],"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. \"Mahidol University policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/mahidol-university"}}