CAPTCHA/WAF
Source appears protected by CAPTCHA or WAF.
Open, evidence-backed AI policy records for public reuse.
Source health
Source health helps plan recrawls, repairs, and manual review. Public rows reflect promoted source snapshot metadata; staging rows remain planning metadata and never publish canonical claims by themselves.
These statuses are for crawler/review planning. They do not authorize bypassing access controls.
Counts by crawler/source status. changed_hash is reserved for future live-diff checks.
Source appears protected by CAPTCHA or WAF.
Source appears to require authentication.
Source appears missing or stale.
Source has usable public snapshot or staging fetch metadata.
Final URL differs from discovered URL and should be checked.
Robots policy blocks fetching or source was rejected for robots restrictions.
Source needs manual inspection or another compliant fetch attempt.
The table is capped for page weight. Use the JSON endpoint for complete machine-readable rows.
| Status | Scope | Entity | Source | Last checked | Note |
|---|---|---|---|---|---|
| Login wall Error | Staging run | city-university-of-hong-kongstaging/uapt-runs/uapt-city-university-of-hong-kong-20260512 | Guidelines on the Use of Generative AI Tools in Teaching and Learning - Staff PDF official_pdf | May 12, 2026 | Source appears to require login; do not bypass authentication. |
| Login wall Error | Staging run | city-university-of-hong-kongstaging/uapt-runs/uapt-city-university-of-hong-kong-20260512 | Guidelines on the Use of Generative AI Tools in Teaching and Learning - Student PDF official_pdf | May 12, 2026 | Source appears to require login; do not bypass authentication. |
| Login wall Error | Staging run | columbiastaging/uapt-runs/uapt-qs26-30-20260509 | SPS faculty AI guidance on intranet. Intranet pages typically require login. Inaccessible to crawler. generic_or_unclear | May 9, 2026 | Source appears to require login; do not bypass authentication. |
| Login wall Error | Staging run | institut-polytechnique-de-parisstaging/uapt-runs/uapt-institut-polytechnique-de-paris-20260510 | Médiathèque - Moodle IP Paris generic_or_unclear | May 10, 2026 | Source appears to require login; do not bypass authentication. |
| CAPTCHA/WAF Error | Staging run | johns-hopkins-universitystaging/uapt-runs/uapt-johns-hopkins-university-20260510 | Guidelines - Teaching @ JHU teaching_guidance | May 10, 2026 | Source appears protected by CAPTCHA or WAF; do not bypass access controls. |
| CAPTCHA/WAF Error | Staging run | johns-hopkins-universitystaging/uapt-runs/uapt-johns-hopkins-university-20260510 | Syllabus Statements | Teaching @ JHU teaching_guidance | May 10, 2026 | Source appears protected by CAPTCHA or WAF; do not bypass access controls. |
| CAPTCHA/WAF Error | Staging run | johns-hopkins-universitystaging/uapt-runs/uapt-johns-hopkins-university-20260510 | Generative AI / CoPilot / ChatGPT Information - WSEIT teaching_guidance | May 10, 2026 | Source appears protected by CAPTCHA or WAF; do not bypass access controls. |
| Login wall Error | Staging run | kyoto-universitystaging/uapt-runs/uapt-kyoto-university-20260512 | 京都大学生成AI情報集約ポータル university_guidance | May 12, 2026 | Source appears to require login; do not bypass authentication. |
| Robots blocked Error | Staging run | monashstaging/uapt-runs/uapt-monash-20260510 | GenAI services currently offered - Artificial intelligence at Monash approved_tools | May 10, 2026 | Robots policy disallowed fetch or source was rejected for robots restrictions. |
| Login wall Error | Staging run | the-university-of-warwickstaging/uapt-runs/uapt-the-university-of-warwick-20260512 | Institutional Approach to the Use of Artificial Intelligence and Academic Integrity formal_policy | May 12, 2026 | Source appears to require login; do not bypass authentication. |
| Login wall Error | Staging run | trinity-college-dublin-the-university-of-dublinstaging/uapt-runs/uapt-trinity-college-dublin-the-university-of-dublin-20260513 | Guidelines for using generative artificial intelligence chatbots it_security_privacy | May 13, 2026 | Source appears to require login; do not bypass authentication. |
| Login wall Error | Staging run | u-tokyostaging/uapt-runs/uapt-qs26-30-20260509 | UTokyo Security Guidelines for generative AI use. Requires UTokyo Account sign-in. Login-required, inaccessible to crawler. generic_or_unclear | May 9, 2026 | Source appears to require login; do not bypass authentication. |
| Login wall Error | Staging run | university-of-aucklandstaging/uapt-runs/uapt-university-of-auckland-20260512 | Generative Artificial Intelligence Usage Standard it_security_privacy | May 13, 2026 | Source appears to require login; do not bypass authentication. |
| Login wall Error | Staging run | university-of-california-san-diegostaging/uapt-runs/uapt-university-of-california-san-diego-20260512 | UC San Diego Academic Integrity Office Statement of Artificial Intelligence generic_or_unclear | May 13, 2026 | Source appears to require login; do not bypass authentication. |
| Unknown error Warning | Staging run | anustaging/uapt-runs/uapt-qs26-30-20260509 | Library news article about AI scholarly publishing guide. News-only, links to the guide but is not itself policy content. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-anu-rej-005 |
| Unknown error Warning | Staging run | anustaging/uapt-runs/uapt-qs26-30-20260509 | Research paper about ChatGPT and academic integrity. Not ANU's own policy/guidance. Academic publication. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-anu-rej-003 |
| Unknown error Warning | Staging run | anustaging/uapt-runs/uapt-qs26-30-20260509 | Physics department internal page on generative AI in thesis preparation. Department-specific, not university-wide policy. Low policy specificity for tracker. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-anu-rej-002 |
| Unknown error Warning | Staging run | anustaging/uapt-runs/uapt-qs26-30-20260509 | News article about a seminar on generative AI in policy work. Not ANU's own AI policy/guidance. External research showcase. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-anu-rej-001 |
| Unknown error Warning | Staging run | anustaging/uapt-runs/uapt-qs26-30-20260509 | News article from 2023 about ANU's initial response to ChatGPT. Superseded by more current institutional guidance pages. News-only, not durable policy. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-anu-rej-004 |
| Unknown error Warning | Staging run | brown-universitystaging/uapt-runs/uapt-brown-university-20260512 | Using AI in Your Job Search university_guidance | May 12, 2026 | Career-advice page is official but scoped to job-search practice, not institutional AI policy or broad academic guidance. |
| Unknown error Warning | Staging run | brown-universitystaging/uapt-runs/uapt-brown-university-20260512 | Artificial Intelligence (AI) Guidelines university_guidance | May 12, 2026 | School of Public Health page mostly republishes or points to University Communications and OIT guidance already represented by stronger university-level sources. |
| Unknown error Warning | Staging run | brown-universitystaging/uapt-runs/uapt-brown-university-20260512 | Syllabus | CS 300: Fundamentals of Computer Systems other | May 12, 2026 | Course-specific syllabus, not a university-level or official central policy source. |
| Unknown error Warning | Staging run | brown-universitystaging/uapt-runs/uapt-brown-university-20260512 | Models-Scale-Context: AI and the Humanities research_showcase | May 12, 2026 | Program/lab page describes an AI humanities initiative; it is not policy or guidance for AI use. |
| Unknown error Warning | Staging run | brown-universitystaging/uapt-runs/uapt-brown-university-20260512 | Generative Artificial Intelligence - Library Guides at Brown University generic_or_unclear | May 12, 2026 | Library guide is official and useful for discovery, but it explicitly says it does not represent University policy and mostly links to other resources. |
| Unknown error Warning | Staging run | brown-universitystaging/uapt-runs/uapt-brown-university-20260512 | Classroom Policies for AI Generative Tools official_pdf | May 12, 2026 | Sheridan-hosted PDF is an external collection of classroom AI policies from many institutions, not Brown-specific policy evidence. |
| Unknown error Warning | Staging run | city-university-of-hong-kongstaging/uapt-runs/uapt-city-university-of-hong-kong-20260512 | Academic Honesty Tutorial - Case Studies | City University of Hong Kong academic_integrity | May 12, 2026 | Direct local HTTP returned an Incapsula iframe challenge with robots noindex/nofollow; treated as hard WAF/inaccessible and not used for claims. |
| Unknown error Warning | Staging run | city-university-of-hong-kongstaging/uapt-runs/uapt-city-university-of-hong-kong-20260512 | Generative AI - Department/School web page generic_or_unclear | May 12, 2026 | Search result was not clearly an institution-wide policy source for CityUHK student AI use or assessment; not used for claims. |
| Unknown error Warning | Staging run | city-university-of-hong-kongstaging/uapt-runs/uapt-city-university-of-hong-kong-20260512 | CityUHK Teaching Excellence Award Recipients official_news_advisory | May 12, 2026 | Official media result mentioned GenAI teaching in an award context, but it is not a policy or guidance source and was not used for claims. |
| Unknown error Warning | Staging run | city-university-of-hong-kongstaging/uapt-runs/uapt-city-university-of-hong-kong-20260512 | Disclaimer | Generative AI | City University of Hong Kong it_security_privacy | May 12, 2026 | Direct local HTTP returned Incapsula iframe challenge rather than page content; hard WAF not bypassed. |
| Unknown error Warning | Staging run | city-university-of-hong-kongstaging/uapt-runs/uapt-city-university-of-hong-kong-20260512 | Responsible Use of Generative AI Tools in Teaching | City University of Hong Kong teaching_guidance | May 12, 2026 | Direct local HTTP returned an Incapsula iframe challenge with robots noindex/nofollow; treated as hard WAF/inaccessible and not used for claims. |
| Unknown error Warning | Staging run | columbiastaging/uapt-runs/uapt-qs26-30-20260509 | Columbia Spectator student newspaper article. Not an official Columbia University source. Third-party journalism. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-columbia-rej-002 |
| Unknown error Warning | Staging run | columbiastaging/uapt-runs/uapt-qs26-30-20260509 | CUIT ChatGPT Education page. Generic service page without substantive policy content. The CUIT best practices page (cand-columbia-008) is the better source. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-columbia-rej-003 |
| Unknown error Warning | Staging run | duke-universitystaging/uapt-runs/uapt-duke-university-20260512 | Duke Machine Learning Summer School: Generative AI official_news_advisory | May 12, 2026 | Summer school announcement/training page, not policy or guidance. |
| Unknown error Warning | Staging run | duke-universitystaging/uapt-runs/uapt-duke-university-20260512 | Departmental AI Policy other | May 12, 2026 | Official but department-specific Classical Studies policy; not used for university-level Duke claims in this run. |
| Unknown error Warning | Staging run | duke-universitystaging/uapt-runs/uapt-duke-university-20260512 | Framing the Dialogue: Engaging with Students about Generative AI official_news_advisory | May 12, 2026 | Event/workshop page, not a durable policy or guidance source. |
| Unknown error Warning | Staging run | duke-universitystaging/uapt-runs/uapt-duke-university-20260512 | GS764: Generative AI in College Teaching other | May 12, 2026 | Course listing; useful context but not institutional AI policy or guidance. |
| Unknown error Warning | Staging run | duke-universitystaging/uapt-runs/uapt-duke-university-20260512 | COMPSCI 370D: Artificial Intelligence - Spring 2026 other | May 12, 2026 | Course site with course-level academic-integrity text, not broad institutional AI guidance. |
| Unknown error Warning | Staging run | duke-universitystaging/uapt-runs/uapt-duke-university-20260512 | AI at Work - and What It Means official_news_advisory | May 12, 2026 | Duke Today article/news summary, not selected as primary policy or guidance evidence. |
| Unknown error Warning | Staging run | duke-universitystaging/uapt-runs/uapt-duke-university-20260512 | AI use damages professional reputation, study suggests generic_or_unclear | May 12, 2026 | Third-party Reddit result; not an official Duke source. |
| Not found Warning | Staging run | fudan-universitystaging/uapt-runs/uapt-fudan-university-20260511 | 未来信息创新学院本科毕业论文(设计)工作管理实施办法 university_guidance | May 11, 2026 | Source appears to return 404 or was rejected as stale 404; rerun source discovery. |
| Unknown error Warning | Staging run | hkuststaging/uapt-runs/uapt-hkust-20260510 | Comparison of Generative AI Tools | Information Technology Services Office generic_or_unclear | May 10, 2026 | Informational comparison page, not formal policy. |
| Unknown error Warning | Staging run | hkuststaging/uapt-runs/uapt-hkust-20260510 | Responsible Use of AI Tools - An FAQ | HKUST Library generic_or_unclear | May 10, 2026 | Library news/blog page, not formal policy documentation. |
| Unknown error Warning | Staging run | institut-polytechnique-de-parisstaging/uapt-runs/uapt-institut-polytechnique-de-paris-20260510 | Institut Polytechnique de Paris generic_or_unclear | May 10, 2026 | Official homepage, but contains no AI policy or guidance content. |
| Unknown error Warning | Staging run | jhustaging/uapt-runs/uapt-qs26-30-20260509 | JHU Brand guidelines for AI use in communications/marketing. Not academic policy/guidance. Brand/marketing focused. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-jhu-rej-001 |
| Unknown error Warning | Staging run | jhustaging/uapt-runs/uapt-qs26-30-20260509 | Blog post about JHU's AI strategy. News/editorial content, not formal policy. Mentions privacy/security standards but as narrative, not policy. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-jhu-rej-002 |
| Unknown error Warning | Staging run | jhustaging/uapt-runs/uapt-qs26-30-20260509 | Generative AI Policy for Authors - JHU Press formal_policy | May 9, 2026 | Firecrawl returned empty content for PDF URL |
| Unknown error Warning | Staging run | johns-hopkins-universitystaging/uapt-runs/uapt-johns-hopkins-university-20260510 | JHU Brand Artificial Intelligence Guidance generic_or_unclear | May 10, 2026 | Brand/communications guidance, not teaching or academic policy evidence for this run. |
| Unknown error Warning | Staging run | johns-hopkins-universitystaging/uapt-runs/uapt-johns-hopkins-university-20260510 | The next chapter in AI at Johns Hopkins begins generic_or_unclear | May 10, 2026 | News/editorial content, not a source for policy claims in this run. |
| Unknown error Warning | Staging run | kfupmstaging/uapt-runs/uapt-kfupm-20260512 | The Opposite of Cheating: Academic Integrity in the Age of AI official_news_advisory | May 13, 2026 | Official Deanship of Academic Development event page. The description discusses AI and academic integrity but is a keynote event listing, not KFUPM policy or standing guidance. |
| Unknown error Warning | Staging run | kfupmstaging/uapt-runs/uapt-kfupm-20260512 | King Fahd University of Petroleum and Minerals course PDF official_pdf | May 13, 2026 | Official department course PDF search result mentions ChatGPT or AI source use, but it is course-specific and not appropriate for a university-level policy claim. |
| Unknown error Warning | Staging run | kfupmstaging/uapt-runs/uapt-kfupm-20260512 | KFUPM becomes first Saudi University to launch ChatGPT Edu official_news_advisory | May 13, 2026 | Official news article about ChatGPT Edu launch. It is not used as a policy source because the run found the same launch point on a non-news KFUPM AI+X page. |
| Unknown error Warning | Staging run | kfupmstaging/uapt-runs/uapt-kfupm-20260512 | All Policies - KFUPM Research & Innovation formal_policy | May 13, 2026 | Official Research & Innovation policies index appeared in AI policy search results because of surrounding research-center navigation, but the result is not an AI-use policy source. |
| Unknown error Warning | Staging run | kfupmstaging/uapt-runs/uapt-kfupm-20260512 | Using Generative AI chatbots for Eliciting AI Ethical Requirements research_showcase | May 13, 2026 | Official research-center project page about generative AI ethics requirements. It does not describe KFUPM student, faculty, tool-use, academic-integrity, or privacy policy. |
| Unknown error Warning | Staging run | korea-universitystaging/uapt-runs/uapt-korea-university-20260512 | KU Artificial Intelligence Laboratory research_showcase | May 12, 2026 | Rejected as a research/lab page with no actionable policy guidance. |
| Unknown error Warning | Staging run | korea-universitystaging/uapt-runs/uapt-korea-university-20260512 | 챗지피티(ChatGPT) 활용 가이드라인 제정 university_guidance | May 12, 2026 | Official historical 2023 guidance, superseded for this run by the current 2026 University College Distance Learning Center guidance. |
| Unknown error Warning | Staging run | korea-universitystaging/uapt-runs/uapt-korea-university-20260512 | INI Lab - 생성형 AI 사용 가이드라인 research_showcase | May 12, 2026 | Official subdomain but lab-developed rather than university-wide policy or central guidance. |
| Unknown error Warning | Staging run | korea-universitystaging/uapt-runs/uapt-korea-university-20260512 | Korea University mandates in-person final exams amid recent cheating allegations official_news_advisory | May 12, 2026 | Rejected as non-official and news-only. |
| Unknown error Warning | Staging run | korea-universitystaging/uapt-runs/uapt-korea-university-20260512 | Korea University Announces Guidelines for Using Generative AI official_news_advisory | May 12, 2026 | Rejected because official Korea University 2026 guidance was available. |
| Unknown error Warning | Staging run | kth-royal-institute-of-technologystaging/uapt-runs/uapt-kth-royal-institute-of-technology-20260513 | New AI tools - threats and opportunities official_news_advisory | May 13, 2026 | Official KTH news/advisory result about AI tools, not used because it is not the active institutional guidance source. |
| Unknown error Warning | Staging run | kth-royal-institute-of-technologystaging/uapt-runs/uapt-kth-royal-institute-of-technology-20260513 | AI and examination (120 min) official_news_advisory | May 13, 2026 | Official KTH workshop listing; not used because guidance pages with direct policy text were available. |
| Unknown error Warning | Staging run | kth-royal-institute-of-technologystaging/uapt-runs/uapt-kth-royal-institute-of-technology-20260513 | Generative-AI Chatbot for Young Adult Bank Customers - KTH research_showcase | May 13, 2026 | Official KTH research project page, but it describes a project rather than institutional AI policy or guidance. |
| Unknown error Warning | Staging run | kth-royal-institute-of-technologystaging/uapt-runs/uapt-kth-royal-institute-of-technology-20260513 | About course ID1214 - KTH assessment_guidance | May 13, 2026 | Official KTH course memo result, but it is a single-course rule and was not used as university-level policy evidence. |
| Unknown error Warning | Staging run | ku-leuvenstaging/uapt-runs/uapt-ku-leuven-20260512 | Tech Tapas 2025: AI tools official_news_advisory | May 12, 2026 | ICTS event/news page about AI tools was not policy or guidance evidence. |
| Unknown error Warning | Staging run | ku-leuvenstaging/uapt-runs/uapt-ku-leuven-20260512 | GenAI - Faculty of Architecture other | May 12, 2026 | Faculty-specific guidance was not used because the run found stronger university-wide pages. |
| Unknown error Warning | Staging run | ku-leuvenstaging/uapt-runs/uapt-ku-leuven-20260512 | AI in higher education other | May 12, 2026 | Association/project page was not used because it is not the KU Leuven university policy surface for student or staff AI use. |
| Unknown error Warning | Staging run | ku-leuvenstaging/uapt-runs/uapt-ku-leuven-20260512 | What is the status of AI training under copyright law? research_showcase | May 12, 2026 | Legal research blog page is not an institutional AI-use policy or guidance page. |
| Unknown error Warning | Staging run | kyoto-universitystaging/uapt-runs/uapt-kyoto-university-20260512 | 京都大学の教育・学修における生成AI利用に関するガイドライン official_news_advisory | May 12, 2026 | Official video page discovered, but it is a media page rather than textual policy/guidance evidence; the public OEI page contains the directly quotable guideline text. |
| Unknown error Warning | Staging run | kyoto-universitystaging/uapt-runs/uapt-kyoto-university-20260512 | 別紙 | 大学・高専における生成 AI の教学面の取扱いについて official_pdf | May 12, 2026 | Hosted on a Kyoto University medicine subdomain but appears to be a general MEXT notice attachment, not Kyoto University-specific AI policy or guidance; not used for claims. |
| Unknown error Warning | Staging run | ludwig-maximilians-universitat-munchenstaging/uapt-runs/uapt-ludwig-maximilians-universitat-munchen-20260512 | CHATGPT HANDREICHUNG teaching_guidance | May 12, 2026 | Official LMU-hosted duplicate copy of the broader ChatGPT handout; the run uses the university library copy as the verified teaching-guidance source. |
| Unknown error Warning | Staging run | ludwig-maximilians-universitat-munchenstaging/uapt-runs/uapt-ludwig-maximilians-universitat-munchen-20260512 | Fit4AIAct: KI-Regulierung in der Versicherung research_showcase | May 12, 2026 | AI Act/insurance colloquium material, not LMU student, teaching, assessment, privacy, research-use or approved-tool guidance. |
| Unknown error Warning | Staging run | ludwig-maximilians-universitat-munchenstaging/uapt-runs/uapt-ludwig-maximilians-universitat-munchen-20260512 | Generative AI - Institut für Informatik - LMU München other | May 12, 2026 | Course/seminar page about generative AI topic; no actionable institutional or faculty AI-use policy guidance. |
| Unknown error Warning | Staging run | ludwig-maximilians-universitat-munchenstaging/uapt-runs/uapt-ludwig-maximilians-universitat-munchen-20260512 | Veranstaltungsübersicht - Juristische Fakultät - LMU München official_news_advisory | May 12, 2026 | Event listing mentioning generative AI; no actionable university policy or guidance text for the tracker. |
| Unknown error Warning | Staging run | ludwig-maximilians-universitat-munchenstaging/uapt-runs/uapt-ludwig-maximilians-universitat-munchen-20260512 | ChatGPT wird die Bildungsarbeit fundamental verändern official_news_advisory | May 12, 2026 | News/interview-style item about ChatGPT and education; not a policy, rule, approved-tool page, or assessment guidance source. |
| Unknown error Warning | Staging run | lund-universitystaging/uapt-runs/uapt-lund-university-20260512 | Generative AI in Higher Education - Lund University research_showcase | May 13, 2026 | Publication repository record about generative AI in higher education; not used as policy or operational guidance evidence. |
| Unknown error Warning | Staging run | mcgill-universitystaging/uapt-runs/uapt-mcgill-university-20260510 | Guidelines on using generative AI in research university_guidance | May 11, 2026 | Local validation refetch returned HTTP 429/offline response. Source is not used for approved evidence in this run. |
| Unknown error Warning | Staging run | mcgill-universitystaging/uapt-runs/uapt-mcgill-university-20260510 | Generative AI for teaching and learning at McGill university_guidance | May 11, 2026 | Local validation refetch returned HTTP 429/offline response. Source is not used for approved evidence in this run. |
| Unknown error Warning | Staging run | national-taiwan-universitystaging/uapt-runs/uapt-national-taiwan-university-20260512 | 113-2 Academic Ethics Lecture: 生成式AI的教育研究應用與倫理標示 official_news_advisory | May 12, 2026 | Official NTU lecture announcement; useful context but not a policy/guidance source. |
| Unknown error Warning | Staging run | national-taiwan-universitystaging/uapt-runs/uapt-national-taiwan-university-20260512 | Introduction to GenAI and ML 2025 Fall other | May 12, 2026 | Course page about generative AI with course-specific homework rules; not institutional or unit-level policy guidance for the tracker. |
| Unknown error Warning | Staging run | national-taiwan-universitystaging/uapt-runs/uapt-national-taiwan-university-20260512 | NTU Theses and Dissertations Repository: 運用生成式人工智慧協撰惡意程式行為分析敘事文本 research_showcase | May 12, 2026 | Thesis repository record about generative AI research, not a source of NTU AI-use policy or guidance. |
| Unknown error Warning | Staging run | national-taiwan-universitystaging/uapt-runs/uapt-national-taiwan-university-20260512 | 「人工智慧技術對學術倫理的影響及因應建議」~TAAEE建議 official_news_advisory | May 12, 2026 | NTU Hospital ethics-center article summarizing external TAAEE/COPE guidance; not an NTU university policy source and outside the preferred ntu.edu.tw domain. |
| Unknown error Warning | Staging run | national-taiwan-universitystaging/uapt-runs/uapt-national-taiwan-university-20260512 | Pedagogical AI Agents: Extending Human Teaching in the Age of Generative AI official_news_advisory | May 12, 2026 | Seminar/event announcement, not actionable NTU AI policy or guidance. |
| Unknown error Warning | Staging run | national-university-of-singaporedata/openclaw-staging/uapt-repair-20260506-3uni-reviewed | AI Governance and Policy - NUS Artificial Intelligence Institute research_showcase | May 5, 2026 | REPAIR re-verification via OpenCLI browser. Page is the NUS AI Institute's research thrust page on 'AI Governance and Policy.' Content: research agenda description ('draw on diverse bodies of scholarship to address... questions that examine the actual and potential impact of AI'), team member profiles (Prof. Simon Chesterman, Prof. Hahn Jungpil, Dr. Eric J. W. Orlowski, Hakim Norhashim), AI Governance Roundtables (industry/government/academia discussions with Southeast Asian stakeholders), and news/updates. This is a research showcase, NOT an institutional policy page for students/staff/teaching. No policy statements, rules, restrictions, or guidance for the NUS community. |
| Unknown error Warning | Staging run | national-university-of-singaporestaging/uapt-runs/uapt-repair-qs-top-policy-seeds-20260506 | AI Governance and Policy - NUS Artificial Intelligence Institute research_guidance | May 6, 2026 | NUS AI Institute governance page. Content focuses on AI governance roundtables and stakeholder discussions — research showcase, not institutional policy. Not used as policy source. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://libguides.galter.northwestern.edu/c.php?g=1389126&p=10274753 generic_or_unclear | May 10, 2026 | Galter Health Sciences library guide for students. Not university-wide policy. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://libguides.northwestern.edu/ai-tools-research generic_or_unclear | May 10, 2026 | Library guide hub page. Navigation/index page, not policy content. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://lrc.northwestern.edu/language-instruction/professional-development1/system_hui2.pdf research_showcase | May 10, 2026 | Language Resource Center research paper. Research showcase, not policy. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://medillonthehill.medill.northwestern.edu/2023/02/worries-about-plagiarism-and-chatgpt-may-be-overblown-experts-say/ official_news_advisory | May 10, 2026 | Medill journalism news article. Third-party summary, not official policy. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://my.qatar.northwestern.edu/docs/other/Generative-Artificial-Intelligence-Policy-for-Teaching-and-Coursework_NU-Q.pdf formal_policy | May 10, 2026 | Qatar campus-specific policy. Does not apply to Evanston/main campus. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://scholarlycommons.law.northwestern.edu/njtip/vol22/iss1/4/ research_showcase | May 10, 2026 | Academic article about fair use and generative AI. Research showcase, not policy guidance. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://www.feinberg.northwestern.edu/md-education/docs/policies/professionalism-learning-environment/use-of-generative-ai-tools-policy.pdf formal_policy | May 10, 2026 | Feinberg School of Medicine-specific policy. Does not apply university-wide. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://www.ipr.northwestern.edu/news/2024/harnessing-the-power-of-artificial-intelligence.html official_news_advisory | May 10, 2026 | News article about AI research. Not policy guidance. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://www.it.northwestern.edu/about/news-events/2026/ai-tools-guidance-what-is-next.html official_news_advisory | May 10, 2026 | IT news article about AI tools and guidance. News-only, not policy document. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://www.law.northwestern.edu/research-faculty/policies-recruitment/policies/teaching/ formal_policy | May 10, 2026 | Law school-specific teaching policies. Does not apply university-wide. |
| Unknown error Warning | Staging run | northwestern-universitystaging/uapt-runs/uapt-northwestern-20260510 | https://www.mccormick.northwestern.edu/magazine/fall-2025/cracking-the-code-preparing-students-for-ai-driven-future/ research_showcase | May 10, 2026 | McCormick magazine article. News/showcase, not policy guidance. |
| Unknown error Warning | Staging run | peking-universitystaging/uapt-runs/uapt-qs14-20-20260506 | ChatGPT和人工智能:从基本原理到教育应用 research_showcase | May 6, 2026 | Research article from PKU journal discussing ChatGPT and AI in education. Academic paper, not institutional policy. |
| Unknown error Warning | Staging run | peking-universitystaging/uapt-runs/uapt-qs14-20-20260506 | 北京大学本科毕业论文(设计)工作管理办法 formal_policy | May 6, 2026 | PKU undergraduate thesis management rules (2021 revision). General academic policy but does not specifically address AI use. Mentions academic integrity broadly. |
| Unknown error Warning | Staging run | snustaging/uapt-runs/uapt-qs26-30-20260509 | AIIS symposium event page on ethical/legal aspects of generative AI. Event-only, not institutional policy. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-snu-rej-002 |
| Unknown error Warning | Staging run | snustaging/uapt-runs/uapt-qs26-30-20260509 | Research article on copyright law and research ethics regarding AI authorship. Academic publication, not SNU institutional policy. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-snu-rej-003 |
| Unknown error Warning | Staging run | snustaging/uapt-runs/uapt-qs26-30-20260509 | S-Space research paper on copyright law in the generative AI era. Academic publication, not SNU institutional policy. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-snu-rej-001 |
| Unknown error Warning | Staging run | snustaging/uapt-runs/uapt-qs26-30-20260509 | Science faculty research data page announcing the SNU AI Guidelines. Duplicate of the main guidelines source (cand-snu-001). Just a reference/announcement. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-snu-rej-004 |
| Unknown error Warning | Staging run | snustaging/uapt-runs/uapt-qs26-30-20260509 | SNU event page for AI workshop 'Can I use ChatGPT for homework?' Event-only, not institutional policy. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-snu-rej-005 |
| Unknown error Warning | Staging run | sorbonne-universitystaging/uapt-runs/uapt-sorbonne-university-20260512 | De ChatGPT, Mistral a DeepSeek : les IA generatives demystifiees other | May 13, 2026 | Official continuing-education course offer about generative AI, not policy evidence for institutional AI-use rules. |
| Unknown error Warning | Staging run | sorbonne-universitystaging/uapt-runs/uapt-sorbonne-university-20260512 | Intelligence artificielle pour la pedagogie teaching_guidance | May 13, 2026 | Official-looking pedagogy resource listing was not used because the retained snippets did not provide direct institutional policy requirements. |
| Unknown error Warning | Staging run | sorbonne-universitystaging/uapt-runs/uapt-sorbonne-university-20260512 | ChatGPT : une rupture technologique ? official_news_advisory | May 13, 2026 | Official news/commentary article about ChatGPT; not used as evidence for institutional rules. |
| Unknown error Warning | Staging run | sorbonne-universitystaging/uapt-runs/uapt-sorbonne-university-20260512 | Conference IA generative et desinformation official_news_advisory | May 13, 2026 | Official event page about generative AI and disinformation, not an institutional policy or guidance source for student/research AI use. |
| Unknown error Warning | Staging run | technical-university-of-munichstaging/uapt-runs/uapt-technical-university-of-munich-20260510 | Use AI wisely generic_or_unclear | May 10, 2026 | Program/service landing page rather than a specific source for policy claims; the linked official PDF is used as the evidence source instead. |
| Unknown error Warning | Staging run | technical-university-of-munichstaging/uapt-runs/uapt-technical-university-of-munich-20260510 | Erfolgreicher lernen mit KI official_news_advisory | May 10, 2026 | Official TUM news/press article about the OneTutor startup and AI-supported learning, not a policy or actionable guidance page. |
| Unknown error Warning | Staging run | the-hong-kong-polytechnic-universitystaging/uapt-runs/uapt-the-hong-kong-polytechnic-university-20260512 | The Hong Kong Polytechnic University generic_or_unclear | May 12, 2026 | Official homepage but contains no AI policy or guidance content. |
| Unknown error Warning | Staging run | the-hong-kong-polytechnic-universitystaging/uapt-runs/uapt-the-hong-kong-polytechnic-university-20260512 | Generative AI Use Guideline & Design Research Integrity research_guidance | May 12, 2026 | School of Design research integrity document with narrow scope; not university-wide policy. |
| Unknown error Warning | Staging run | the-london-school-of-economics-and-political-sciencestaging/uapt-runs/uapt-the-london-school-of-economics-and-political-science-20260512 | What students really think about AI and academic integrity - LSE Blogs official_news_advisory | May 12, 2026 | Rejected as blog/commentary rather than actionable policy or official guidance. |
| Unknown error Warning | Staging run | the-london-school-of-economics-and-political-sciencestaging/uapt-runs/uapt-the-london-school-of-economics-and-political-science-20260512 | Approach Generative AI Tools Proactively or Risk Bypassing the Learning Process in Higher Education research_showcase | May 12, 2026 | Rejected because it is a journal/article source, not LSE operational policy guidance for the tracker. |
| Unknown error Warning | Staging run | the-london-school-of-economics-and-political-sciencestaging/uapt-runs/uapt-the-london-school-of-economics-and-political-science-20260512 | U.K.'s Top Universities Issue 5 Guidelines for Generative AI external_declaration | May 12, 2026 | Rejected because the run requires official LSE sources first and no third-party source was needed. |
| Unknown error Warning | Staging run | the-london-school-of-economics-and-political-sciencestaging/uapt-runs/uapt-the-london-school-of-economics-and-political-science-20260512 | AI Policy - LSE Anthropology assessment_guidance | May 12, 2026 | Official and actionable for Anthropology, but rejected for this one-university run because broader school-wide sources were available and this page is department-scoped. |
| Unknown error Warning | Staging run | the-university-of-western-australiastaging/uapt-runs/uapt-the-university-of-western-australia-20260513 | UWA's Generative Artificial Intelligence Think Tank official_news_advisory | May 13, 2026 | Official UWA strategy/advisory page, but it describes the GenAI Think Tank's advice and values rather than a binding policy or student/staff rule. |
| Unknown error Warning | Staging run | u-tokyostaging/uapt-runs/uapt-qs26-30-20260509 | EduLab resource collection on ChatGPT/AI in education. Curated link collection, not institutional policy itself. Links to external resources and research. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-u-tokyo-rej-003 |
| Unknown error Warning | Staging run | u-tokyostaging/uapt-runs/uapt-qs26-30-20260509 | IFI policy recommendation on responsible AI deployment. Research institute publication, not university-wide institutional policy. generic_or_unclear | May 9, 2026 | Auto-created for rejection reference cand-u-tokyo-rej-002 |
| Unknown error Warning | Staging run | ubcstaging/uapt-runs/uapt-ubc-20260510 | How are UBC students using Generative AI? generic_or_unclear | May 10, 2026 | Research/data showcase on student usage patterns, not policy guidance. |
| Unknown error Warning | Staging run | ubcstaging/uapt-runs/uapt-ubc-20260510 | Generative AI: Its Implications and Opportunities for Policy, Pedagogy and Practice within the Mathematical Sciences generic_or_unclear | May 10, 2026 | Blog/event post about a specific disciplinary session, not university-wide policy. |
| Unknown error Warning | Staging run | ubcstaging/uapt-runs/uapt-ubc-20260510 | How to Get the Most Out of ChatGPT - Chapman Learning Commons generic_or_unclear | May 10, 2026 | Student tips page, not policy-relevant guidance. |
| Unknown error Warning | Staging run | ubcstaging/uapt-runs/uapt-ubc-20260510 | What to know about working with GenAI at UBC in September 2024 generic_or_unclear | May 10, 2026 | Time-specific advisory blog post, not a standing policy page. |
| Unknown error Warning | Staging run | ubcstaging/uapt-runs/uapt-ubc-20260510 | UBC's approach to academic integrity in the age of AI - UBC News generic_or_unclear | May 10, 2026 | News article summarizing UBC approach; not an official policy page. |
| Unknown error Warning | Staging run | ubcstaging/uapt-runs/uapt-ubc-20260510 | Managing AI in the Classroom | The Ethnograph - UBC Library generic_or_unclear | May 10, 2026 | Academic journal article, not official policy. |
| Unknown error Warning | Staging run | ubcstaging/uapt-runs/uapt-ubc-20260510 | Impact of AI on teaching and learning - UBC Wiki generic_or_unclear | May 10, 2026 | UBC Wiki is community-edited, not an official university policy source. |
| Unknown error Warning | Staging run | universite-paris-saclaystaging/uapt-runs/uapt-universite-paris-saclay-20260512 | Impact de l'IA : transformation des pratiques pédagogiques et des formations à l'Université Paris-Saclay official_news_advisory | May 12, 2026 | Official event announcement discusses a future program item toward a generative-AI use charter, but it does not itself provide a final charter or binding policy text. |
| Unknown error Warning | Staging run | universite-paris-saclaystaging/uapt-runs/uapt-universite-paris-saclay-20260512 | M1 Evolutions Technologiques, Organisationnelles et Stratégiques (ETOS) other | May 12, 2026 | Course page mentions using AI for a dissertation in respect of an ISM-IAE usage charter, but the page is course-level curriculum text and not the charter itself. |
| Unknown error Warning | Staging run | universite-paris-saclaystaging/uapt-runs/uapt-universite-paris-saclay-20260512 | Catalogue Formations Soft-skills official_pdf | May 12, 2026 | Official training catalogue result was not used as claim evidence because it describes training content rather than policy or directly applicable institutional AI-use rules. |
| Unknown error Warning | Staging run | universite-pslstaging/uapt-runs/uapt-universite-psl-20260511 | Scientific integrity - Université PSL university_guidance | May 11, 2026 | Official PSL Scientific Integrity Charter applicable to all PSL members. General scientific integrity principles, not AI-specific. May provide foundational principles applicable to AI use but does not address AI explicitly. |
| Unknown error Warning | Staging run | universite-pslstaging/uapt-runs/uapt-universite-psl-20260511 | Tour d'horizon de l'IA générative en recherche début 2026 other | May 11, 2026 | URFIST de Paris (PSL) training resource page. Provides overview of AI tools and practices in research. More educational/training focused than policy guidance. References institutional viewpoints but does not constitute official PSL policy. |
| Unknown error Warning | Staging run | universiti-malayastaging/uapt-runs/uapt-universiti-malaya-20260512 | AI POLICY | Journal of Islamic Educational Research - eJournal UM other | May 12, 2026 | Journal manuscript AI policy is journal-specific and not university-wide student, teaching, or assessment guidance. |
| Unknown error Warning | Staging run | universiti-malayastaging/uapt-runs/uapt-universiti-malaya-20260512 | Digital Skill Assessments: Pre & Post Covid research_showcase | May 12, 2026 | Research article result is not a university AI policy or actionable institutional guidance. |
| Unknown error Warning | Staging run | universiti-malayastaging/uapt-runs/uapt-universiti-malaya-20260512 | Universiti Malaya Releases Policy and Guidelines on the Use of Artificial Intelligence in Teaching and Learning official_news_advisory | May 12, 2026 | Announcement page points to the policy and guidance pages but is not used as direct claim support. |
| Unknown error Warning | Staging run | university-of-aucklandstaging/uapt-runs/uapt-university-of-auckland-20260512 | The case for oral exams in the age of AI official_news_advisory | May 13, 2026 | Official news/opinion page, but it is an analysis article and explicitly says it reflects the authors' opinion, not necessarily the University's views. |
| Unknown error Warning | Staging run | university-of-birminghamstaging/uapt-runs/uapt-university-of-birmingham-20260513 | Harnessing generative AI in chemical engineering education research_showcase | May 13, 2026 | Official research repository PDF found in search results, but it is a research/education publication rather than current University policy or operational guidance. |
| Unknown error Warning | Staging run | university-of-birminghamstaging/uapt-runs/uapt-university-of-birmingham-20260513 | World-first safety guide for public use of AI health chatbots official_news_advisory | May 13, 2026 | Official news page about public health chatbot safety research; not a University-wide student, staff, teaching, research-governance, or tool-use policy source. |
| Unknown error Warning | Staging run | university-of-california-san-diegostaging/uapt-runs/uapt-university-of-california-san-diego-20260512 | Featured Speakers official_news_advisory | May 13, 2026 | Official convening speaker page is event metadata and does not state UC San Diego AI policy or guidance. |
| Unknown error Warning | Staging run | university-of-california-san-diegostaging/uapt-runs/uapt-university-of-california-san-diego-20260512 | Generative Artificial Intelligence (AI) Guidelines | Skaggs School of Pharmacy and Pharmaceutical Sciences formal_policy | May 13, 2026 | Official but school-specific pharmacy guidance; not used for university-wide UC San Diego claims while stronger campus-wide Senate/AIO sources were available. |
| Unknown error Warning | Staging run | university-of-california-san-diegostaging/uapt-runs/uapt-university-of-california-san-diego-20260512 | What Does It Mean To Learn With AI? official_news_advisory | May 13, 2026 | Official UC San Diego Today story discusses AI in classrooms but is a news feature, not a policy or guidance source. |
| Unknown error Warning | Staging run | university-of-cambridgedata/openclaw-staging/run-20260505-cambridge-contract-v2-clean | Security | IT Help and Support it_security_privacy | May 5, 2026 | Source needs manual inspection before promotion. |
| Unknown error Warning | Staging run | university-of-cambridgedata/openclaw-staging/run-20260505-cambridge-contract-v2-clean | ai@cam – Cambridge AI Mission research_showcase | May 5, 2026 | Source needs manual inspection before promotion. |
| Unknown error Warning | Staging run | university-of-cambridgedata/openclaw-staging/run-20260505-cambridge-contract-v2-clean | Cambridge is shaping AI for everyone research_showcase | May 5, 2026 | Source needs manual inspection before promotion. |
| Not found Warning | Staging run | university-of-cambridgedata/openclaw-staging/run-20260505-cambridge-contract-v2-clean | AI Governance (speculative) other | May 5, 2026 | Source appears to return 404 or was rejected as stale 404; rerun source discovery. |
| Unknown error Warning | Staging run | university-of-cambridgedata/openclaw-staging/run-20260505-cambridge-contract-v2-clean | Recording teaching content other | May 5, 2026 | Source needs manual inspection before promotion. |
| Not found Warning | Staging run | university-of-cambridgedata/openclaw-staging/run-20260505-cambridge-contract-v2-clean | UIS AI Guide (speculative) other | May 5, 2026 | Source appears to return 404 or was rejected as stale 404; rerun source discovery. |
| Unknown error Warning | Staging run | university-of-glasgowstaging/uapt-runs/uapt-university-of-glasgow-20260513 | Studying with GenAI: Student views on the opportunities and risks of GenAI research_showcase | May 13, 2026 | Official repository PDF appeared in search results but is a research/publication artifact, not an official university policy or guidance page. |
| Unknown error Warning | Staging run | university-of-glasgowstaging/uapt-runs/uapt-university-of-glasgow-20260513 | Exploring data access and control methods research_showcase | May 13, 2026 | Official thesis repository PDF is not a university AI policy, guidance, or data-handling rule source. |
| Unknown error Warning | Staging run | university-of-glasgowstaging/uapt-runs/uapt-university-of-glasgow-20260513 | College of Social Sciences - Webinars official_news_advisory | May 13, 2026 | Official page is a webinar listing and did not provide direct university policy evidence for staged claims. |
| Unknown error Warning | Staging run | university-of-illinois-urbana-champaignstaging/uapt-runs/uapt-university-of-illinois-urbana-champaign-20260512 | AI Guidelines | Illinois Extension generic_or_unclear | May 13, 2026 | Official unit-level Extension guidance was not used for university-wide claims. |
| Unknown error Warning | Staging run | university-of-illinois-urbana-champaignstaging/uapt-runs/uapt-university-of-illinois-urbana-champaign-20260512 | Generative AI Center of Expertise generic_or_unclear | May 13, 2026 | Official provost-linked resource hub; not enough specific policy text for claim evidence in this run. |
| Unknown error Warning | Staging run | university-of-oxfordstaging/uapt-runs/uapt-repair-qs-top-policy-seeds-20260506 | Advice for students on the use of generative AI tools to support learning teaching_guidance | May 6, 2026 | Cloudflare WAF returns 403 (Just a moment...). Referenced from ctl.ox.ac.uk/ai: 'Published in September 2025, this study skills advice for students complements our resources for staff and aligns with relevant University policies.' Newsletter/redirect URL on admin.ox.ac.uk domain, inaccessible. |
| Unknown error Warning | Staging run | university-of-oxfordstaging/uapt-runs/uapt-repair-qs-top-policy-seeds-20260506 | Generative AI at Oxford teaching_guidance | May 6, 2026 | Cloudflare WAF returns 403 (Just a moment...). Referenced from ctl.ox.ac.uk/ai as 'Announced in September 2025, find out how the University is embracing AI in education, research and professional services, including information and resources to support your use of ChatGPT Edu.' Portal/overview page, inaccessible. |
| Unknown error Warning | Staging run | university-of-oxfordstaging/uapt-runs/uapt-repair-qs-top-policy-seeds-20260506 | Policy for using generative AI in research formal_policy | May 6, 2026 | Cloudflare WAF returns 403 (Just a moment...). Search snippet: 'The aims of this policy are to ensure the responsible use of GenAI in research and to provide clear guidelines for its integration into the research process.' Formal research policy, inaccessible. |
| Unknown error Warning | Staging run | university-of-oxfordstaging/uapt-runs/uapt-repair-qs-top-policy-seeds-20260506 | Generative AI tools teaching_guidance | May 6, 2026 | Cloudflare WAF returns 403 (Just a moment...). Search snippet: 'The University now provides all students and staff with inclusive access to generative AI tools. This includes a free ChatGPT Edu account.' High relevance but inaccessible. |
| Unknown error Warning | Staging run | university-of-oxfordstaging/uapt-runs/uapt-repair-qs-top-policy-seeds-20260506 | GenAI FAQs for students teaching_guidance | May 6, 2026 | Cloudflare WAF returns 403 (Just a moment...). Search snippet: 'The following Frequently Asked Questions provide information about how Generative AI (GenAI) tools are being used at the University.' Student FAQ page, inaccessible. |
| Unknown error Warning | Staging run | university-of-oxfordstaging/uapt-runs/uapt-repair-qs-top-policy-seeds-20260506 | Guidance on safe and responsible use of GenAI formal_policy | May 6, 2026 | Cloudflare WAF returns 403 (Just a moment...). Search snippet: 'GenAI tools must be used responsibly and ethically, in accordance with the academic standards of rigour and integrity that are expected of you as a student at Oxford.' High-value student-facing policy page, inaccessible. |
| Unknown error Warning | Staging run | university-of-queenslandstaging/uapt-runs/uapt-university-of-queensland-20260510 | New Group Peer Assessment tool & Try out Generative AI generic_or_unclear | May 10, 2026 | eLearning news article, not official policy. |
| Unknown error Warning | Staging run | university-of-queenslandstaging/uapt-runs/uapt-university-of-queensland-20260510 | AAIN Generative AI Guidelines generic_or_unclear | May 10, 2026 | Research publication in UQ eSpace, not an official UQ policy document. |
| Unknown error Warning | Staging run | university-of-queenslandstaging/uapt-runs/uapt-university-of-queensland-20260510 | Teaching and Learning with Integrity in the Age of GenAI generic_or_unclear | May 10, 2026 | Event page for a course/workshop, not standing policy. |
| Unknown error Warning | Staging run | university-of-queenslandstaging/uapt-runs/uapt-university-of-queensland-20260510 | The Use of AI By Students in Law - UQ Law School generic_or_unclear | May 10, 2026 | Faculty-specific (Law School) guidance page, not university-wide policy. |
| Unknown error Warning | Staging run | university-of-queenslandstaging/uapt-runs/uapt-university-of-queensland-20260510 | The Use of Generative AI By Students in Law generic_or_unclear | May 10, 2026 | Faculty-specific (Law School) guidance, not university-wide policy. |
| Unknown error Warning | Staging run | university-of-queenslandstaging/uapt-runs/uapt-university-of-queensland-20260510 | Where to next with AI in higher education? generic_or_unclear | May 10, 2026 | UQ News article, not official policy guidance. |
Versioned read-only JSON for source-health audits and agent planning.
Public source snapshot metadata and staging source/fetch statuses with severity and no-bypass caveats.