buildOne report1 publisher DeepSeek and Mistral are the only 2 of 21 large AI providers publishing a training-data summary in the EU AI Act's template, a dev.to census found. Most of the rest describe training data inside model cards, so buyers on EU contracts have to check the template's fields by hand.
Reality
- Evidence55
- Adoption10
- Hype gap+20
- Incentives40
- Confidence50
OpenAI says neither it nor the wider field has a standard for reporting misalignment, and promises a framework in weeks. Until then the dividing line is security impact, assessed by the company that would have to report.
Perspective Coverage
3 publishers
- Builder
- Builder 22%
- Operator
- Operator 47%
- Investor
- Investor 31%
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+25
- Incentives72
- Confidence55
buildOne report1 publisher Ireland's DPC takes a median 6.2 years to decide a cross-border GDPR case, a LessWrong analysis finds. The AI Act gives the Commission five years from a violation to fine, and it requires the same investigation and response steps that take up most of the Irish cases.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+25
- Incentives
- Insufficient
- Confidence45
Thomas Regnier says incident reports are not a tick-box exercise. The thing being reported ran for two months at roughly 295 posts a day before anyone at OpenAI or the AI Office noticed.
Perspective Coverage
13 publishers
- Builder
- Builder 30%
- Operator
- Operator 48%
- Investor
- Investor 22%
Reality
- Evidence62
- Adoption
- Insufficient
- Hype gap+18
- Incentives64
- Confidence57
Dario Amodei's pacing proposal has three parts, and Anthropic can deliver only the first of them by itself. According to TNW, that first part has been binding on systemic-risk models in the EU since 2 August 2025.
Reality
- Evidence58
- Adoption45
- Hype gap+25
- Incentives65
- Confidence55
buildOne report1 publisher The European AI Office starts enforcing on 2 August 2026, and every Article 99 tier is written as the higher of a fixed sum or a share of global turnover. The crossover point decides which number a company is actually exposed to.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+30
- Incentives
- Insufficient
- Confidence32
The European Commission says its cybersecurity agency now holds both frontier models, but it will not say whether Article 55 or a letter from 30 MEPs pried Mythos 5 loose, and nobody has named the build ENISA is testing.
Reality
- Evidence52
- Adoption38
- Hype gap+14
- Incentives70
- Confidence55
Henna Virkkunen told Axios that America gets its AI guardrails through courts and state law rather than statute, which means a team waiting for federal clarity is really waiting for a settlement that arrives as a product spec.
Reality
- Evidence55
- Adoption72
- Hype gap+12
- Incentives68
- Confidence55
From 2 August the office can demand documents, run evaluations and push models out of a 450-million-person market. What it cannot yet do is measure frontier models without their makers' help.
Reality
- Evidence42
- Adoption38
- Hype gap+21
- Incentives62
- Confidence41
The code is optional. The marking and labelling duty it implements is not, and the alternative to signing is proving your own method to every national regulator that asks.
Publishers:digital-strategy.ec.europa.eu
Reality
- Evidence72
- Adoption52
- Hype gap+8
- Incentives68
- Confidence62