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From model responses to agent actions

What makes an AI system an agent?

Autonomy changes the shape of risk

Designing a bounded agent workflow

Agent check: appropriate control

Understanding AGI without hype

AGI is a contested concept, not a product category

Benchmarks, demonstrations and evidence

Future scenarios instead of arrival dates

AGI claim check

Responsible futures in the European context

Governance is a continuous risk-management process

EU AI Act: literacy, transparency and risk

Individual and organisational agency

Final decision scenario

Course synthesis: a responsible path from AI to AGI discussions

Move from model responses to bounded agent action. Learn how autonomy changes risk, how to design controlled agent workflows, how to assess AGI claims, and how responsible governance works in the European context.

Learn how agents turn model outputs into actions, why autonomy changes risk, how to evaluate AGI claims, and how people and organisations can govern AI responsibly in the European context.

AI Agents, AGI and Responsible Futures

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