Classified examples · Education and biometrics · Po polsku
AI grades tests or monitors exams in a training company
High-risk (Annex III)Deployer
A school or training provider uses AI to mark tests, decide on admission or watch candidates during online exams.
How we classify it
- Annex III point 3 lists AI in education and vocational training used for admission, evaluating learning outcomes, assessing the appropriate level of education, and monitoring prohibited behaviour during tests: high-risk.
- Inferring learners' emotions, for example stress or attention from faces, is prohibited in education institutions (Article 5(1)(f)).
- Result: high-risk from 2 December 2027; emotion inference is banned now.
What applies now
- No emotion or attention scoring from biometric data
- Human review of grades and of any cheating flag before consequences
- Inform learners about AI proctoring (GDPR)
What would change the answer
- An internal quiz for employees' training that only records scores is not the same as an institution's exam; check the purpose
Evidence to keep
- Classification record
- Impact assessment
- Learner information notice
In the AI Compliance Kit: 04Risk Classification Procedure · 09AI Impact Assessment Template.
Dates and sources
- High-risk obligations for stand-alone systems (Annex III): 2 December 2027
- Prohibited AI practices, Article 5: 2 February 2025
Legal basis: AI Act art. 5(1)(f), Annex III point 3.
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