{"apiVersion":"v1","generatedAt":"2026-05-16T21:24:09.899Z","canonicalUrl":"https://eduaipolicy.org/universities/national-university-of-sciences-and-technology-nust-islamabad","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":"National University of Sciences & Technology (NUST) Islamabad policy analysis profile","canonicalUrl":"https://eduaipolicy.org/universities/national-university-of-sciences-and-technology-nust-islamabad","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/national-university-of-sciences-and-technology-nust-islamabad.json","suggestedCitation":"University AI Policy Tracker. \"National University of Sciences & Technology (NUST) Islamabad policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/national-university-of-sciences-and-technology-nust-islamabad","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":"national-university-of-sciences-and-technology-nust-islamabad","entityName":"National University of Sciences & Technology (NUST) Islamabad","canonicalUrl":"https://eduaipolicy.org/universities/national-university-of-sciences-and-technology-nust-islamabad","publicJsonUrl":"https://eduaipolicy.org/api/public/v1/analysis/universities/national-university-of-sciences-and-technology-nust-islamabad.json","generatedAt":"2026-05-16T15:18:00.000Z","basedOnClaimIds":["claim-nust-acm-genai-policy-approved-2025","claim-nust-njns-genai-submissions","claim-nust-sada-plagiarism-integrity"],"basedOnSourceUrls":["https://njns.nust.edu.pk/index.php/njns/njns-policies","https://nust.edu.pk/wp-content/uploads/2022/01/70th-ACM-Decision-for-website.pdf","https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.75,"coverageScore":{"score":75,"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-nust-sada-plagiarism-integrity","claim-nust-acm-genai-policy-approved-2025"],"reviewState":"machine_candidate"},{"key":"academic_integrity","label":"Academic integrity guidance","points":15,"maxPoints":15,"status":"recommended","evidenceClaimIds":["claim-nust-sada-plagiarism-integrity"],"reviewState":"machine_candidate"},{"key":"ai_disclosure","label":"AI disclosure guidance","points":15,"maxPoints":15,"status":"required","evidenceClaimIds":["claim-nust-njns-genai-submissions"],"reviewState":"machine_candidate"},{"key":"coursework","label":"Coursework guidance","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["claim-nust-sada-plagiarism-integrity","claim-nust-acm-genai-policy-approved-2025"],"reviewState":"machine_candidate"},{"key":"exams","label":"Exam or assessment guidance","points":10,"maxPoints":10,"status":"recommended","evidenceClaimIds":["claim-nust-sada-plagiarism-integrity"],"reviewState":"machine_candidate"},{"key":"privacy_data_entry","label":"Privacy or data-entry guidance","points":0,"maxPoints":15,"status":"not_mentioned","evidenceClaimIds":[],"reviewState":"machine_candidate"},{"key":"approved_tools","label":"Approved tools, procurement, or licensed tools","points":10,"maxPoints":10,"status":"allowed","evidenceClaimIds":["claim-nust-acm-genai-policy-approved-2025"],"reviewState":"machine_candidate"},{"key":"teaching_guidance","label":"Teaching or research guidance","points":0,"maxPoints":10,"status":"not_mentioned","evidenceClaimIds":[],"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":"sada_school_scoped_plagiarism_and_originality_policy","summary":"National University of Sciences & Technology (NUST) Islamabad has 2 source-backed public claims for policy presence; deterministic analysis status: unclear.","explanation":"Whether the public record contains official AI policy or guidance sources. This unclear status was derived from claim type, normalized value, and keyword rules over 2 supporting public claims. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-nust-sada-plagiarism-integrity","claim-nust-acm-genai-policy-approved-2025"],"evidenceSourceUrls":["https://nust.edu.pk/wp-content/uploads/2022/01/70th-ACM-Decision-for-website.pdf","https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.739,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-nust-sada-plagiarism-integrity","sourceUrl":"https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf","sourceLanguage":"en","evidenceSnippet":"In NUST, plagiarism is highly discouraged and penalized as students are expected to cultivate their own intellectual capabilities to produce original and market-worthy content.","sourceSnapshotHash":"c8dd6ec88df8f664701841043c5a3d088e76cc7031f93d46f32c9439f32d5deb","reviewState":"agent_reviewed"},{"claimId":"claim-nust-acm-genai-policy-approved-2025","sourceUrl":"https://nust.edu.pk/wp-content/uploads/2022/01/70th-ACM-Decision-for-website.pdf","sourceLanguage":"en","evidenceSnippet":"Ser. 10. WP Title: NUST Generative AI Policy. Sponsored by: Acad Dte. Remarks: Approved.","sourceSnapshotHash":"22becbe6551c7faa0a84caf1b22265c06e44988ca16ca0a574b737a2e53bc062","reviewState":"agent_reviewed"}]},{"key":"ai_disclosure","label":"AI disclosure","status":"required","normalizedValue":"journal_scoped_genai_disclosure_and_linguistic_use_only","summary":"National University of Sciences & Technology (NUST) Islamabad has 1 source-backed public claim for ai disclosure; deterministic analysis status: required.","explanation":"Whether public guidance addresses disclosure, acknowledgement, citation, or declaration of AI use. This required status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-nust-njns-genai-submissions"],"evidenceSourceUrls":["https://njns.nust.edu.pk/index.php/njns/njns-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-nust-njns-genai-submissions","sourceUrl":"https://njns.nust.edu.pk/index.php/njns/njns-policies","sourceLanguage":"en","evidenceSnippet":"Use of GenAI is restricted to improving the readability and linguistic quality of the manuscript (e.g., grammar, syntax, and flow). Authors must disclose the use of GenAI at the time of submission.","sourceSnapshotHash":"05f54a16db77175683b3e21df8e3b0a0a321d4b01df1f74ef4b46769aa244957","reviewState":"agent_reviewed"}]},{"key":"coursework","label":"Coursework","status":"allowed","normalizedValue":"sada_school_scoped_plagiarism_and_originality_policy","summary":"National University of Sciences & Technology (NUST) Islamabad has 2 source-backed public claims for coursework; deterministic analysis status: allowed.","explanation":"Whether public guidance addresses coursework, assignments, syllabi, papers, homework, or submitted work. 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":["claim-nust-sada-plagiarism-integrity","claim-nust-acm-genai-policy-approved-2025"],"evidenceSourceUrls":["https://nust.edu.pk/wp-content/uploads/2022/01/70th-ACM-Decision-for-website.pdf","https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.739,"evidenceCount":2,"sourceCount":2,"basis":[{"claimId":"claim-nust-sada-plagiarism-integrity","sourceUrl":"https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf","sourceLanguage":"en","evidenceSnippet":"In NUST, plagiarism is highly discouraged and penalized as students are expected to cultivate their own intellectual capabilities to produce original and market-worthy content.","sourceSnapshotHash":"c8dd6ec88df8f664701841043c5a3d088e76cc7031f93d46f32c9439f32d5deb","reviewState":"agent_reviewed"},{"claimId":"claim-nust-acm-genai-policy-approved-2025","sourceUrl":"https://nust.edu.pk/wp-content/uploads/2022/01/70th-ACM-Decision-for-website.pdf","sourceLanguage":"en","evidenceSnippet":"Ser. 10. WP Title: NUST Generative AI Policy. Sponsored by: Acad Dte. Remarks: Approved.","sourceSnapshotHash":"22becbe6551c7faa0a84caf1b22265c06e44988ca16ca0a574b737a2e53bc062","reviewState":"agent_reviewed"}]},{"key":"exams","label":"Exams","status":"recommended","normalizedValue":"sada_school_scoped_plagiarism_and_originality_policy","summary":"National University of Sciences & Technology (NUST) Islamabad has 1 source-backed public claim for exams; deterministic analysis status: recommended.","explanation":"Whether public guidance addresses exams, tests, quizzes, or examination conditions. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-nust-sada-plagiarism-integrity"],"evidenceSourceUrls":["https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.748,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-nust-sada-plagiarism-integrity","sourceUrl":"https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf","sourceLanguage":"en","evidenceSnippet":"In NUST, plagiarism is highly discouraged and penalized as students are expected to cultivate their own intellectual capabilities to produce original and market-worthy content.","sourceSnapshotHash":"c8dd6ec88df8f664701841043c5a3d088e76cc7031f93d46f32c9439f32d5deb","reviewState":"agent_reviewed"}]},{"key":"privacy_data_entry","label":"Privacy and data entry","status":"not_mentioned","summary":"No source-backed public claim about privacy or data-entry restrictions 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 personal, confidential, sensitive, regulated, or student data entry into AI tools.","basis":[]},{"key":"academic_integrity","label":"Academic integrity","status":"recommended","normalizedValue":"sada_school_scoped_plagiarism_and_originality_policy","summary":"National University of Sciences & Technology (NUST) Islamabad has 1 source-backed public claim for academic integrity; deterministic analysis status: recommended.","explanation":"Whether public guidance connects AI use to academic integrity, misconduct, dishonesty, plagiarism, or cheating rules. This recommended status was derived from claim type, normalized value, and keyword rules over 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-nust-sada-plagiarism-integrity"],"evidenceSourceUrls":["https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.748,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-nust-sada-plagiarism-integrity","sourceUrl":"https://sada.nust.edu.pk/wp-content/uploads/2022/01/Plagiarism-Policy-Updated.pdf","sourceLanguage":"en","evidenceSnippet":"In NUST, plagiarism is highly discouraged and penalized as students are expected to cultivate their own intellectual capabilities to produce original and market-worthy content.","sourceSnapshotHash":"c8dd6ec88df8f664701841043c5a3d088e76cc7031f93d46f32c9439f32d5deb","reviewState":"agent_reviewed"}]},{"key":"approved_tools","label":"Approved tools","status":"allowed","normalizedValue":"central_academic_council_approval_record_found_policy_text_not_captured","summary":"National University of Sciences & Technology (NUST) Islamabad has 1 source-backed public claim 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 1 supporting public claim. Review the basis array before reusing this as a policy conclusion.","evidenceClaimIds":["claim-nust-acm-genai-policy-approved-2025"],"evidenceSourceUrls":["https://nust.edu.pk/wp-content/uploads/2022/01/70th-ACM-Decision-for-website.pdf"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.731,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-nust-acm-genai-policy-approved-2025","sourceUrl":"https://nust.edu.pk/wp-content/uploads/2022/01/70th-ACM-Decision-for-website.pdf","sourceLanguage":"en","evidenceSnippet":"Ser. 10. WP Title: NUST Generative AI Policy. Sponsored by: Acad Dte. Remarks: Approved.","sourceSnapshotHash":"22becbe6551c7faa0a84caf1b22265c06e44988ca16ca0a574b737a2e53bc062","reviewState":"agent_reviewed"}]},{"key":"named_ai_services","label":"Named AI services","status":"not_mentioned","summary":"No source-backed public claim naming a specific AI service 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 naming a specific AI service.","basis":[]},{"key":"teaching_guidance","label":"Teaching guidance","status":"not_mentioned","summary":"No source-backed public claim about teaching guidance 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 instructor, classroom, assessment-design, or syllabus guidance.","basis":[]},{"key":"research_guidance","label":"Research guidance","status":"restricted","normalizedValue":"journal_scoped_genai_disclosure_and_linguistic_use_only","summary":"National University of Sciences & Technology (NUST) Islamabad 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-nust-njns-genai-submissions"],"evidenceSourceUrls":["https://njns.nust.edu.pk/index.php/njns/njns-policies"],"sourceLanguages":["en"],"reviewState":"machine_candidate","confidence":0.774,"evidenceCount":1,"sourceCount":1,"basis":[{"claimId":"claim-nust-njns-genai-submissions","sourceUrl":"https://njns.nust.edu.pk/index.php/njns/njns-policies","sourceLanguage":"en","evidenceSnippet":"Use of GenAI is restricted to improving the readability and linguistic quality of the manuscript (e.g., grammar, syntax, and flow). Authors must disclose the use of GenAI at the time of submission.","sourceSnapshotHash":"05f54a16db77175683b3e21df8e3b0a0a321d4b01df1f74ef4b46769aa244957","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. \"National University of Sciences & Technology (NUST) Islamabad policy analysis profile.\" Version v1. https://eduaipolicy.org/universities/national-university-of-sciences-and-technology-nust-islamabad"}}