Explains DPIA triggers and automated decisions
DPIA for processing likely to result in high risk - profiling, automated decisions with legal effect (GDPR Art. 35; WP248 rev.01); Art. 22(3) safeguards: human intervention, expressing a view, contesting.
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 | 99% | Mastered |
| gemini-3.5-flash-lite | Low cost | 99% | Mastered |
| gpt-6-luna | Low cost | 99% | Mastered |
| claude-haiku-5-5 | Low cost | 99% | 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: DPIA for processing likely to result in high risk - profiling, automated decisions with legal effect (GDPR Art. 35; WP248 rev.01); Art. 22(3) safeguards: human intervention, expressing a view, contesting.
How it is assessed: Answers a written question on the DPIA and automated decisions correctly
Related knobits
Needed for
- S-406 Recognises high-risk processing with no DPIA
- S-409 Recognises an automated decision with no Art. 22 safeguards
- S-433 Proposes a DPIA with Art. 22 safeguards for automated decisions
All 19 knobits of Record processing activities and assess privacy impact.
Source: Practice the stage 4 reference and review checklist rest on