The Requirement for Role-Specific AI Literacy Training Under Article 4 of the EU Artificial Intelligence Act

The EU Artificial Intelligence Act (Regulation (EU) 2024/1689) establishes binding obligations on providers and deployers of AI systems. Article 4 imposes a specific requirement for AI literacy training. This obligation applies to all providers and deployers and took effect on 2 February 2025.

Exact Requirements of Article 4

Article 4 of the EU AI Act states:

"Providers and deployers of AI systems shall take measures to ensure, to their best extent, a sufficient level of AI literacy of their staff and other persons dealing with the operation and use of AI systems on their behalf, taking into account their technical knowledge, experience, education and training and the context the AI systems are to be used in, and considering the persons or groups of persons on whom the AI systems are to be used."

The Act defines "AI literacy" in Article 3(56) as the skills, knowledge, and understanding that allow providers, deployers, and affected persons to make informed decisions about the deployment of AI systems, while being aware of the opportunities, risks, and potential harm AI can cause.

The key legal elements are:

• The obligation applies to both providers (developers placing AI on the market) and deployers (organisations using AI under their authority).
• Measures must be taken "to their best extent" - a proportionality standard, not an absolute guarantee.
• The level of AI literacy must be sufficient.
• Training and measures must take into account: the individual's technical knowledge, experience, education, and training; the specific context in which the AI system is used; and the persons or groups affected by the AI system.

Why Role-Specific Training Is Legally Required

The wording of Article 4 directly mandates differentiation. A single generic training module for all staff does not satisfy the requirement to "take into account their technical knowledge, experience, education and training and the context the AI systems are to be used in."

Different roles interact with AI systems in materially different ways:

• Developers and engineers require detailed knowledge of data governance (Article 10), accuracy and robustness (Article 15), and technical documentation.
• Human oversight operators require training on real-time intervention, override justification, and escalation procedures (Article 14).
• Executives and risk managers require understanding of governance obligations, risk appetite, and management review duties.
• End-users and operational staff require practical knowledge of Instructions for Use, recognising anomalies, and reporting obligations (Article 29).

The Act also requires consideration of the impact on affected persons. An AI system used in employment, education, or law enforcement carries different risks and therefore demands different literacy levels compared to internal administrative tools. Failure to tailor training to these distinctions constitutes non-compliance with the explicit text of Article 4.

Consequences of Not Providing Role-Specific Training

Non-compliance with Article 4 is an infringement of the operator obligations under the Act. It does not carry a standalone fine category but falls under the general penalty framework set out in Article 99.

Competent authorities may:

• Issue orders requiring the organisation to bring its practices into compliance.
• Restrict or prohibit the use or placement on the market of the AI system concerned.
• Require corrective actions or withdrawal of the system.

Non-compliance with Article 4 can also serve as evidence of broader systemic failures in risk management, human oversight, or post-market monitoring (Articles 9, 14, and 72), potentially aggravating penalties for other violations and increasing the likelihood of enforcement action.

The obligation applies irrespective of company size, although the "to their best extent" clause allows proportionality in implementation. However, authorities assess sufficiency based on the specific facts of each case, and generic or non-role-specific training has been identified in regulatory guidance as insufficient to meet the legal standard.

In summary, Article 4 requires providers and deployers to implement measures ensuring sufficient, role- and context-specific AI literacy. Failure to do so is a direct violation of the Regulation and exposes organisations to significant administrative fines and corrective measures.