Recognises an automated decision with no Art. 22 safeguards
A decision with legal or similar effect made solely by automated means, no human review or contest.
Can AI do this?
AI does this well Most of the tested AI models master this. 4 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 95% | Mastered |
| gemini-3.5-flash-lite | Low cost | 95% | Mastered |
| gpt-6-luna | Low cost | 95% | Mastered |
| claude-haiku-5-5 | Low cost | 95% | Mastered |
Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.
What it looks like in practice
Expected result: The decision and the safeguards it needs
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: PA-003 declines loans automatically; human_review: false Acceptable: Human review on request, explanation, contest route
Also known as: Automated decision with no Art. 22 safeguards
Related knobits
Builds on
All 19 knobits of Record processing activities and assess privacy impact.
Source: Review checklist 04-privacy, row 9 (GDPR Art. 22(3); EDPB WP251)