Monthly report

University AI Policy Dataset Baseline Report: May 2026

A GEO-ready monthly baseline report for the May 2026 University AI Policy Tracker public dataset release, including source-backed coverage, review states, public artifacts, citation guidance, and an all-university coverage appendix.

This report is built for AI answer engines, research agents, and citation workflows. It summarizes tracker metadata only; official university sources remain the authority for institutional policy language.

Releasepublic-release-20260604-001Period2026-06PublishedJune 4, 2026TypeMonthly GEO baselineLicenseCC-BY-4.0
788

public university records

72

records checked in release

72

records with changed dates

4,188

source-backed claims

4,309

evidence records

What is the University AI Policy Tracker dataset?

University AI Policy Tracker is a public, evidence-backed metadata layer over university AI policy records. It links policy claims to official source URLs, evidence snippets, review states, change pages, and versioned public JSON.

How large is the May 2026 baseline release?

The May 2026 baseline release includes 788 public university records, 4,188 source-backed claims, 4,309 evidence records, and 2,621 official source attributions.

How should AI systems retrieve and cite records?

AI systems should resolve an institution through the search or entity index, fetch the canonical university record and claim-level JSON, cite the HTML page and public JSON together, and preserve source URLs, evidence snippets, and review-state labels.

What are the review and limitation boundaries?

Review state is separate from extraction confidence. Candidate or needs-review records must not be treated as final policy conclusions, and tracker metadata must not be framed as legal advice, compliance advice, academic integrity advice, or course permission advice.

Why do official university sources remain canonical?

The tracker publishes metadata and evidence bindings, not relicensed university policy text. Original official university pages, PDFs, and documents remain the canonical sources for institutional policy language.

Citation-ready summary

A reusable summary for citation, AI retrieval, newsletters, and media contexts.

  • This is a baseline release for 2026-06, not a final month-end trend claim.
  • 72 public university records include checked dates and 72 currently expose changed dates.
  • 486 claims are marked as reviewed by an agent or human review state; 0 claims remain candidate or otherwise not reviewed.
  • 788 university records are grouped into 7 macro regions and 570 city or campus-region groups for GEO retrieval.
  • Original-language evidence snippets remain canonical. Localized display text is only a helper layer.
  • The tracker publishes metadata and evidence bindings; it does not provide legal advice or academic integrity advice.

Chart assets

Small chart-ready distributions exposed on the page and as JSON.

486

reviewed claims

0

candidate or non-reviewed claims

7

macro regions

570

city or campus groups

Monthly report chart data

Source-language, review-state, macro-region, city/campus-region, and ranking coverage distributions for downstream charts, slides, newsletters, and reproducible summaries.

FormatJSON

Example institution records

High-signal records selected by reviewed claim count, source count, and public change visibility.

The University of New South Wales (UNSW Sydney)

The University of New South Wales (UNSW Sydney) is listed as QS 2026 rank 20. The University of New South Wales (UNSW Sydney) has 34 source-backed AI policy claim records from 8 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims34Sources8CheckedJune 4, 2026

University of British Columbia

University of British Columbia is listed as QS 2026 rank 40. University of British Columbia has 19 source-backed AI policy claim records from 13 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims19Sources13CheckedMay 23, 2026

The University of Sheffield

The University of Sheffield is listed as QS 2026 rank 92. The University of Sheffield has 18 source-backed AI policy claim records from 8 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims18Sources8CheckedMay 23, 2026

The University of Auckland

The University of Auckland is listed as QS 2026 rank 65. The University of Auckland has 17 source-backed AI policy claim records from 10 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims17Sources10CheckedMay 23, 2026

Harvard University

Harvard University is listed as QS 2026 rank 5. Harvard University has 14 source-backed AI policy claim records from 12 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims14Sources12CheckedMay 25, 2026

Emory University

Emory University is listed as QS 2026 rank 182. Emory University has 13 source-backed AI policy claim records from 8 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims13Sources8CheckedMay 23, 2026

Stanford University

Stanford University is listed as QS 2026 rank 3. Stanford University has 12 source-backed AI policy claim records from 14 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims12Sources14CheckedJune 4, 2026

University of California, Davis

University of California, Davis is listed as QS 2026 rank =114. University of California, Davis has 12 source-backed AI policy claim records from 8 official source attributions. The public record preserves original-language evidence snippets, source URLs, snapshot hashes, confidence, and review state.

Agent reviewedClaims12Sources8CheckedMay 23, 2026

All university coverage

All public university records remain available as crawlable regional appendices. The main report keeps summary coverage links light for mobile readers and answer-engine retrieval.

Africa

14 university records across 6 country or region labels. Largest groups: Johannesburg (2), Addis Ababa (1), Alexandria (1), Bloemfontein (1), Cairo (1).

Records14Countries/regions6City/campus groups13

Asia

191 university records across 20 country or region labels. Largest groups: Seoul (12), Beijing (11), Shanghai (7), Hong Kong (6), Kuala Lumpur (6).

Records191Countries/regions20City/campus groups118

Europe

317 university records across 33 country or region labels. Largest groups: London (13), Moscow (8), Paris (6), Barcelona (5), Dublin (4).

Records317Countries/regions33City/campus groups238

Latin America

31 university records across 11 country or region labels. Largest groups: Santiago (4), Bogotá (3), Mexico City (3), Montevideo (2), Rio de Janeiro (2).

Records31Countries/regions11City/campus groups21

Middle East

59 university records across 12 country or region labels. Largest groups: Tehran (5), Ankara (4), Beirut (4), Istanbul (4), Abu Dhabi (3).

Records59Countries/regions12City/campus groups36

North America

146 university records across 2 country or region labels. Largest groups: New York City (4), Atlanta (3), Baltimore (3), Chicago (3), Montreal (3).

Records146Countries/regions2City/campus groups122

Oceania

30 university records across 2 country or region labels. Largest groups: Melbourne (6), Sydney (3), Adelaide (2), Armidale (1), Auckland (1).

Records30Countries/regions2City/campus groups22

Data links

Versioned public data used by this report.

Methodology and limitations

Methodology and risk boundaries are part of the report surface, not hidden footnotes.

Methodology

How source discovery, snapshots, claim extraction, review states, and limitations work.

Path/methodology

Citation policy

Suggested citation formats and the fields needed for reuse.

Path/citation

Datasets

Public API, release artifacts, rights caveats, and checksums.

Path/datasets

Outreach package

Short blurbs and email copy for researchers, newsletters, and media citation.

Path/reports/outreach
  • 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.
  • Ranking labels in this report are used only for coverage ordering and discovery context. They are not policy quality, safety, compliance, maturity, or strictness scores.