MOD.02 // OPEN_DATA_COMMONS

Open Data Commons

An index nobody can audit is just marketing. Every audit we run becomes a free, reproducible dataset — download it, challenge it, build on it. If you find an error, tell us; corrections are part of the design.

Global University AI Policy Audit 2026

MODULE.01 // LIVE
ROWS
186 · 144 YES / 24 NO / 18 UNCLEAR
LICENSE
CC-BY-4.0
UPDATED
2026-10-14
FORMAT
CSV + JSON
VERIFY
OFFICIAL-DOMAIN ONLY

Do universities publish official guidance on generative AI use? We checked 187 universities — QS 2026 ranks 1–150 plus 37 Global South flagships — page by page, on their own official domains. Headline: 77% publish guidance, and not one of the top 100 imposes a campus-wide AI ban. The policy gap maps onto the wealth gap: 92% of the top 50 publish guidance vs 46% of Global South flagships.

READ_BEFORE_CITINGHonest note: the published summary said "187 universities"; the source tables contain 186 data rows covering 171 unique names — 15 appear in two samples (flagged name_overlap). UNCLEAR means "could not verify", not "confirmed absent". Snapshot 2026-10-14.
@dataset{studyintelligence2026aipolicyaudit,
  author = {{Study Intelligence}},
  title = {Global University AI Policy Audit 2026},
  year = {2026},
  publisher = {Study Intelligence (aclas.si)},
  url = {https://aclas.si/data/ai-policy-audit-2026}
}

Central Asia AI Education Audit 2026

MODULE.02 // LIVE
ROWS
31 POLICY + 31 PROGRAM
LICENSE
CC-BY-4.0
UPDATED
2026-10-17
FORMAT
CSV + JSON
VERIFY
OFFICIAL-DOMAIN ONLY

31 leading universities across Kazakhstan, Kyrgyzstan, Uzbekistan, Tajikistan and Turkmenistan, audited on two questions: do they publish a public AI usage policy, and what AI programs do they teach? Only 6 of 31 (19%) publish a verifiable policy — yet 58% teach AI programs. Institutions are teaching AI roughly three times faster than they are governing it. Turkmenistan and Tajikistan are near-complete blind spots.

READ_BEFORE_CITINGUNVERIFIABLE (81% — the highest of any region measured) means not found or not retrievable, not proven absent. Snapshot 2026-10-17.
@dataset{studyintelligence2026centralasia,
  author = {{Study Intelligence}},
  title = {Central Asia AI Education Audit 2026},
  year = {2026},
  publisher = {Study Intelligence (aclas.si)},
  url = {https://aclas.si/data/central-asia-ai-education-audit-2026}
}

Online Degree Tuition 2026

MODULE.03 // LIVE
ROWS
740 PROGRAMS · 537 INSTITUTIONS
LICENSE
CC-BY-4.0
UPDATED
2026-10-15
FORMAT
CSV + JSON
VERIFY
OFFICIAL SITE PER ROW

740 online degree programs at 537 U.S. institutions — MBA, DBA, business bachelor’s, BSCS and MCS — with tuition verified against each university’s official website. Built for comparison, not quotes: figures marked estimate are computed (e.g. per-credit × required credits) and explained per row.

READ_BEFORE_CITING439 rows are marked estimate — the tuition_note column explains the basis. Tuition changes; the verified column shows how fresh each row is (last checked 2026-10-15).
@dataset{studyintelligence2026tuition,
  author = {{Study Intelligence}},
  title = {Online Degree Tuition 2026},
  year = {2026},
  publisher = {Study Intelligence (aclas.si)},
  url = {https://aclas.si/data/online-degree-tuition-2026}
}

// PIPELINE: US_R1_CENSUS · GLOBAL_AI_LEARNING_SURVEY → METHODOLOGY