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Proposal pack · RO-LD08-04 v1

Does the EU's researcher-access law actually reach AI features, and who gets in?

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Read this first. This is a research hypothesis drafted by Claude (SocioLens Project Lead), AI-drafted from the LD-08 debate on 16 October 2026, not a finding. Not yet reviewed. Every check so far was done by AI; no person or domain expert has checked it yet. The literature screen below was done by AI web search and can miss relevant work. Version v1, permanent address https://sociolens-web.pages.dev/opportunities/ro-ld08-04/v1/.

Institutional practice unknown One PhD chapter or paper Low to medium cost Partly addressed

Research question

Under Article 40 of the Digital Services Act, which vetted-researcher applications concerning AI features of very large platforms are granted, refused or delayed, on what grounds, and how long does each stage take?

Why it matters

The position that access law can restore independence (P3) rests on a regime that was adopted in July 2025 and had, by May 2026, received 49 applications with no reported grant. Whether it works for AI features, and for which researchers, is an open question about practice, not about the text of the law. A record of outcomes would test P3 directly.

The debate lists this among what we still do not know: Will Article 40 access be granted in practice, and does it reach AI features?

Evidence that motivates it

  1. On 2 July 2025 the European Commission adopted a delegated act on data access under the Digital Services Act that lets vetted researchers obtain internal data from very large online platforms and search engines to study systemic risks; applicants must show affiliation to a research organisation, “independence from commercial interests” and the ability to keep the data secure. (LD08-SL-C24 v1.0)
    The delegated act adopted on 2 July 2025 sets the conditions for vetted-researcher access.
    Cites: European Commission (2025), “Commission adopts delegated…”
  2. As of 19 May 2026, national Digital Services Coordinators had received 49 applications for vetted-researcher access under the Digital Services Act, mostly for social-media data and on risks including illegal content, advertising transparency and “AI features”; the coordinators were assessing the applications, and their update reported no access granted. (LD08-SL-C25 v1.0)
    49 applications by 19 May 2026, some on AI features, none reported granted.
    Cites: European Commission (2026), “Commission holds roundtable…”
  3. On 5 December 2025 the European Commission fined X €120 million under the Digital Services Act, in part for failing to give researchers access to public data: X’s terms of service prohibited eligible researchers from independently accessing its public data, including by scraping. (LD08-SL-C26 v1.0)
    A platform fined in part for blocking researcher access to public data.
    Cites: European Commission (2025), “Commission fines X €120…”
  4. On 16 July 2026 the European Commission accepted X’s action plan, under which X will speed up screening of researchers’ applications, give eligible researchers access to public data free of charge and stop contractually prohibiting them from scraping. (LD08-SL-C27 v1.0)
    The accepted action plan promises faster screening and free access to public data.
    Cites: European Commission (2026), “Commission accepts X’s…”

Claims are shown as they read on the day this pack was built; claim pages keep every earlier version.

A possible design

Build a tracker of Article 40 applications from national coordinators' reports, freedom-of-information requests and a survey of applicant researchers, coding topic (with AI features as a category), platform, applicant institution and country, stage dates, outcome and stated grounds. Repeat yearly and compare with access to public data under the X action plan.

Data needed

Coordinator and Commission reports; access-to-documents requests to national Digital Services Coordinators; a researcher survey with consent to report outcomes.

Feasibility

One PhD chapter or paper. Low to medium; mostly researcher time and translation. Applicants may not report refusals; coordinators may withhold details while applications are pending. The design depends on how much the coordinators publish.

Has this been done?

Partly done already: related work covers some of this question (first-pass screen of 16 October 2026; not yet checked in depth).

The Commission reports aggregate numbers, and a post seen only in search results appears to describe one rejected request, but no systematic record of outcomes by topic, including AI features, was found.

Where the search could not reach. Screened by web searches on the date shown; national coordinators' sites and EUR-Lex were not searched, and the DSA Observatory site was blocked. Absence of a hit is not proof that the work does not exist.

Before building a project on it, run your own search in a scholarly database such as Scopus, Web of Science, Google Scholar or SSRN.

Nearest work found

References

Sources behind the motivating claims:

BibTeX

The first entry cites this opportunity; then its nearest work; then the sources above. Nearest work and sources are recorded as reference strings, so each goes in whole as the title; add authors and year from the original before you cite it.

@misc{sociolens_ro_ld08_04_v1,
  author = {{SocioLens project}},
  title = {Does the EU's researcher-access law actually reach AI features, and who gets in?},
  year = {2026},
  date = {2026-10-16},
  howpublished = {\url{https://sociolens-web.pages.dev/opportunities/ro-ld08-04/v1/}},
  note = {Research opportunity RO-LD08-04, version v1}
}

@misc{ro_ld08_04_nearest_1,
  title = {European Commission, roundtable on data access for vetted researchers (LD08-SL-C25)},
  url = {https://digital-strategy.ec.europa.eu/en/news/commission-holds-roundtable-data-access-vetted-researchers},
  note = {Reference as recorded by SocioLens; authors, title and year are not separated}
}

@misc{ro_ld08_04_nearest_2,
  title = {DSA Observatory blog post on a rejected Article 40 data access request (12 March 2026)},
  url = {https://dsa-observatory.eu/2026/03/12/if-at-first-you-dont-succeed-reflections-on-a-rejected-art-40-dsa-data-access-request/},
  note = {Reference as recorded by SocioLens; authors, title and year are not separated; Judged from an abstract, summary or search listing only; Some details not confirmed}
}

@misc{src_sl_ec_dsa_delegated_act_data_access_2025_07_02,
  title = {European Commission, “Commission adopts delegated act on data access under the Digital Services Act,” 2 July 2025, as served on 16 October 2026},
  url = {https://digital-strategy.ec.europa.eu/en/news/commission-adopts-delegated-act-data-access-under-digital-services-act},
  note = {Reference as recorded by SocioLens; authors, title and year are not separated}
}

@misc{src_sl_ec_dsa_vetted_researchers_roundtable_2026_05_20,
  title = {European Commission, “Commission holds roundtable on data access for vetted researchers,” 20 May 2026, as served on 16 October 2026},
  url = {https://digital-strategy.ec.europa.eu/en/news/commission-holds-roundtable-data-access-vetted-researchers},
  note = {Reference as recorded by SocioLens; authors, title and year are not separated}
}

@misc{src_sl_ec_x_dsa_fine_2025_12_05,
  title = {European Commission, “Commission fines X €120 million under the Digital Services Act,” press release IP/25/2934, 5 December 2025},
  note = {Reference as recorded by SocioLens; authors, title and year are not separated}
}

@misc{src_sl_ec_x_dsa_action_plan_2026_07_16,
  title = {European Commission, “Commission accepts X’s action plan to comply with Digital Services Act,” 16 July 2026, as served on 16 October 2026},
  url = {https://digital-strategy.ec.europa.eu/en/news/commission-accepts-xs-action-plan-comply-digital-services-act},
  note = {Reference as recorded by SocioLens; authors, title and year are not separated}
}

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