Industry guide
Education & training
Admissions scoring, automated grading, proctoring, plagiarism/AI-detection tools and adaptive tutoring systems all make decisions about learners, many of them minors. The EU AI Act lists admissions, assessment and proctoring as high-risk (December 2027) and bans emotion recognition in schools; Colorado names education as a consequential-decision sector; Canadian and EU privacy law limit what you can collect about students. False positives from AI-detection tools and biased proctoring are the most frequent complaints.
Regulated uses
- Admissions, placement and scholarship scoring
- Automated grading and feedback on assessments
- Remote proctoring and behaviour monitoring during exams
- AI-writing or plagiarism detectors used for discipline
- Adaptive learning that steers students into tracks
Laws by region
| Region | Law | Status |
|---|---|---|
| EU | EU AI ActEU Artificial Intelligence Act (Regulation (EU) 2024/1689) | In force |
| EU | EU AI Omnibus 2026Digital Omnibus on AI (Regulation (EU) 2026/1744) | In force |
| US | Colorado ADMT ActColorado Automated Decision-Making Technology Act (SB 26-189, replacing SB 24-205) | Upcoming |
| US | Texas TRAIGATexas Responsible Artificial Intelligence Governance Act (HB 149) | In force |
| US | EO 14365 (federal preemption push)Executive Order 14365 — Ensuring a National Policy Framework for Artificial Intelligence | In force |
| Canada | PIPEDA (Canada)Personal Information Protection and Electronic Documents Act (PIPEDA) | In force |
| Canada | Quebec Law 25Quebec Law 25 — Act respecting the protection of personal information in the private sector (automated decision provisions) | In force |
| Canada | Canada TBS ADM DirectiveTreasury Board Directive on Automated Decision-Making (with Algorithmic Impact Assessment) | In force |
| Standards | NIST AI RMFNIST AI Risk Management Framework 1.0 and Generative AI Profile (NIST AI 600-1) | Voluntary |
| Standards | ISO/IEC 42001ISO/IEC 42001:2023 — Artificial intelligence management system | Voluntary |
Obligations checklist
- Do not use emotion-recognition on students in EU institutions — it is a prohibited practice.
- Notify students and parents before an automated tool influences admission, grading or discipline.
- Never act on an AI-detection or proctoring flag alone; require human review and an appeal route.
- Test proctoring and grading tools for bias by disability, language background and skin tone.
- Minimise data collected about minors and set retention limits.
- Get vendor documentation on accuracy, error rates and training data.
- Plan EU high-risk conformity for admissions and assessment tools before 2 December 2027.
Real cases
- Settlement2023 · US-federalEEOC v. iTutorGroup — hiring software that auto-rejected older applicants
Settlement announced 9 August 2023 (EEOC v. iTutorGroup, Inc., No. 1:22-cv-02565, E.D.N.Y.). iTutorGroup agreed to pay $365,000 to rejected applicants, adopt new anti-discrimination policies and training, stop asking for birth dates, invite previously rejected applicants to re-apply if US hiring resumes, and accept EEOC monitoring for five years. The company did not admit wrongdoing.
- Ban2023 · US-federalFTC v. Rite Aid — five-year ban on facial recognition surveillance
Settlement announced 19 December 2023. Rite Aid is banned from using facial recognition for surveillance for five years, must delete the images and any models built from them, must notify consumers before enrolling them in any future biometric system, run a comprehensive security programme with independent assessments for 20 years, and have its CEO certify compliance annually.
Where do you stand in education & training?
The screener is pre-filled for this sector — ten minutes to your level and gaps.
Sources
- AI Act — European Commission policy page ↗
- SB26-189 Automated Decision-Making Technology — Colorado General Assembly ↗
Last reviewed Sep 25, 2026.