Prohibited AI Practices

Prohibited AI Practices

Prohibited AI practices are the EU AI Act's unacceptable-risk category: AI practices that cannot be placed on the market, put into service, or used in the covered EU contexts.

Key points

  • Article 5 prohibits AI systems that use subliminal, manipulative, or deceptive techniques to materially distort behaviour in ways that cause or are reasonably likely to cause significant harm [src-085].
  • It also prohibits systems that exploit vulnerabilities linked to age, disability, or social/economic situation when that exploitation materially distorts behaviour and risks significant harm [src-085].
  • Social scoring of natural persons or groups is prohibited where it leads to detrimental or unfavourable treatment in unrelated contexts, or treatment disproportionate to the relevant behaviour [src-085].
  • Criminal-offence risk assessment based solely on profiling or personality traits is prohibited, while AI may support human assessment grounded in objective and verifiable facts linked to criminal activity [src-085].
  • Untargeted scraping of facial images to create or expand facial-recognition databases is prohibited [src-085].
  • Emotion recognition in workplaces and education is prohibited except for medical or safety reasons, and biometric categorisation to infer sensitive characteristics is prohibited subject to specific limits [src-085].
  • Real-time remote biometric identification in publicly accessible spaces for law enforcement is prohibited except for narrow, authorised, serious public-interest situations [src-085].

Related entities

Related concepts

Source references

  • [src-085] European Parliament and Council of the European Union – "Regulation (EU) 2024/1689 … (Artificial Intelligence Act)" (2024-07-12)

Robin Cartier perspective

This page is part of Robin Cartier's working AI knowledge graph: a practical research layer for production AI, recommendation systems, experimentation, GEO, and agentic web readiness.

The useful next step is to connect this concept back to applied product leadership and operating models.

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