Skip to main content
v2026.4 · 2026-09-25

Data & Citation

Government AI programs with announced funding, commitments and disbursements recorded separately. Qualitative ratings describe dependence on NVIDIA and on US-jurisdiction inputs. Program notes and source URLs accompany the funding figures.

Download files

  • CSVData in UTF-8, without a byte-order mark; dates use ISO 8601.
  • Data dictionaryColumn definitions.
  • JSON SchemaColumn types and required fields.
  • MethodologySources, calculations and limitations.
  • Croissant JSON-LDFile and column metadata in the MLCommons Croissant 1.0 format.
  • SHA-256Checksum for verifying the downloaded CSV.

ZenodoNo DOI is assigned to this release. Cite its version and URL, and retain the SHA-256 checksum with your copy.

Hugging FaceMirror at DGring/sovereign_ai_index holds version 2026.3.

Column completeness

30 columns · 36 rows

Column completeness. Each bar counts non-empty cells in a column of the downloadable CSV. Select a column to read its definition.

Full bar length represents all 36 rows. 9 of 30 columns are populated on every row, and 5 on none; 2 of those columns are marked "one value" because the entry is the same on every row.

A blank cell has no value in this file. The accuracy of a populated value requires checking its source and any calculations applied to it.

Symbols identify required columns (◆), source and retrieval information (◈), and estimate flags (◊). Required columns can still contain null values.

How it was made

Scrutica Sovereign AI Program Index — v2026.4

Release date: 2026-09-25 Documentation revised: 2026-09-25 License: CC-BY-4.0 Suggested citation: see CITATION block at the bottom.

Version history

  • v2026.4, released 2026-09-25. tsmc_dependency and bis_jurisdiction_reach are empty on every row: neither rating had a published rubric or a cited source, and the TSMC rating read high on 35 of 36 programmes. nvidia_dependency is empty for China, the Czech Republic, Poland and Ireland, whose records name no NVIDIA hardware and list no source about NVIDIA. Spain's announced_govt_only_usd is filled (EUR 1.5B at the record's own rate).
  • v2026.3, dated 2026-07-17. Its CSV was rewritten in place three times after release, so four different files were served under that one version: SHA-256 19a19e3f91fad40a2978b5b733f338eaa13f774f40906be003bf8133868dec56 (17 July, 34 programmes), 38c2dbda0a3acc41e571eab2fdd1a56c6b45faaa59dea982d3ae9ed230a81f13 (14 August, 36), 6be7b5ddc8b04ae01aaf36aabf9961045e051391a657f3488dcc9c5ca698a68f (14 August, 36) and cd296f9b045355c44b4696817e45fe61dd7af396c9f1c3dc456a2e4f8225304b (8 September, 36). A citation of v2026.3 identifies one of these only with its checksum. From v2026.4 the packager refuses to rewrite a released CSV.

Coverage

36 national and regional AI programme records. Funding is recorded separately as announced, committed and disbursed. announced_usd can include private investment in a program announcement; announced_govt_only_usd records government funding, which can cover a different period or set of initiatives.

Funding-stage definitions

  • Announced: funding publicly announced for the program, including private investment counted in that announcement.
  • Committed: funding recorded as approved through government or corporate processes.
  • Disbursed: reported funding transfers or payments. The source identifies the recipient and date; a transfer to an administering body can precede programme expenditure.

Amounts can refer to different dates and scopes. Some programs have missing stages or a commitment larger than the announcement field. Check the program disclosures before treating these amounts as successive portions of one budget.

A true *_is_estimated flag marks an estimated funding value, including source-published approximations and documented currency conversions. A null flag means the amount is absent or its estimate status has not been classified.

Supplier dependence

  • nvidia_dependency: reliance on NVIDIA accelerators
  • us_dependency: reliance on US-jurisdiction inputs, including chips, tools and intellectual property
  • tsmc_dependency and bis_jurisdiction_reach: empty on every row from v2026.4 (see Version history). The columns stay so that files keep one layout across versions.

The rated fields permit none, low, medium or high. Null in JSON (blank in CSV) means the assessment is unavailable; none is a recorded classification. These are qualitative assessments of the programme’s chips, partners and supplier relationships. The file provides no numeric mapping for the categories.

Currency handling

Where recorded, currency_of_record gives the original announcement currency; fx_rate_used, fx_rate_date and fx_rate_source document the exchange rate used for USD conversion. Check the rate’s quoted units in its source. The funding_fx JSON column records conversions for individual funding fields; rates can differ between stages. Funding columns ending in _usd remain in US dollars.

The packager copies the stored funding values without further currency or inflation adjustment.

Refresh path

scripts/package-datasets.ts packages the curated program records in data/processed/sovereign_programs.json. It copies the funding figures, expands the dependency assessments into separate columns, joins chip and partner names with semicolons, and counts the entries in each program’s source list.

The CSV has no dedicated columns for hardware quantities, partner allocation counts or their evidence; those details remain in the programme records. Counts may also appear within the exported notes.

Known limitations

  • Funding stages have different levels of coverage. A blank amount is unknown in this file.
  • key_notes describes qualifications to the funding figures, including announcements that combine several initiatives or private investment.
  • structural_non_disclosure marks programs assessed as having limits on disclosure of material capacity or spending; structural_non_disclosure_reason gives the recorded explanation where available.

Cite it

Format

Sovereign AI Program Index

v2026.4 · 36 rows · released 2026-09-25 · SHA-256 52c2385a0109…

Gringras, D., & Scrutica. (2026). Scrutica Sovereign AI Program Index (Version 2026.4) [Data set]. Scrutica. (No DOI assigned)

BibTeX
@dataset{scrutica_sovereign_ai_index_2026_4,
  author    = {Gringras, David and {Scrutica}},
  title     = {Scrutica Sovereign AI Program Index},
  year      = {2026},
  version   = {2026.4},
  publisher = {Scrutica},
  note      = {No DOI assigned; cite the version and SHA-256 checksum at /datasets/sovereign-ai-index},
  url       = {https://scrutica.com/datasets/sovereign-ai-index}
}
APA 7th edition
Gringras, D., & Scrutica. (2026). Scrutica Sovereign AI Program Index (Version 2026.4) [Data set]. Scrutica. (No DOI assigned)
Chicago author-date
Gringras, David, and Scrutica. 2026. "Scrutica Sovereign AI Program Index, Version 2026.4." Dataset. Scrutica. Released September 25, 2026. https://scrutica.com/datasets/sovereign-ai-index (No DOI assigned).
CSL-JSON
[
  {
    "id": "scrutica_sovereign_ai_index_2026_4",
    "type": "dataset",
    "title": "Scrutica Sovereign AI Program Index",
    "author": [
      {
        "family": "Gringras",
        "given": "David"
      },
      {
        "literal": "Scrutica"
      }
    ],
    "publisher": "Scrutica",
    "version": "2026.4",
    "issued": {
      "date-parts": [
        [
          2026
        ]
      ]
    },
    "URL": "https://scrutica.com/datasets/sovereign-ai-index",
    "note": "No DOI assigned; cite the version and SHA-256 checksum (52c2385a0109…) from /datasets/sovereign-ai-index."
  }
]
DataCite metadata
Creator: Gringras, David; Scrutica
PublicationYear: 2026
Title: Scrutica Sovereign AI Program Index
Publisher: Scrutica
Version: 2026.4
Rights: CC-BY-4.0
ResourceTypeGeneral: Dataset
Identifier (URL): https://scrutica.com/datasets/sovereign-ai-index
SHA-256 (CSV): 52c2385a010922b05759600ddd7867f6199f651b4bec91d2bfb546b9f847b844
Plain-text citation
Scrutica Sovereign AI Program Index, v2026.4 (2026-09-25). https://scrutica.com/datasets/sovereign-ai-index. SHA-256 52c2385a0109…

The citation guide also covers numbers quoted from Scrutica pages.

See also

For current analysis, open Sovereign AI Program Index. See Methodology for calculation details and Corrections for published amendments.