Human x Intelligent

The interface of intent: How humans stay in control when systems act


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AI systems no longer just respond. They plan, decide and act and often without asking.

In this episode of Human × Intelligent, we explore a critical question for the age of agentic AI: How do humans stay in control once systems can act on our behalf?

The answer isn’t more prompts, smarter models or bigger Dashboards. It’s the interface of intent, the layer that makes autonomy understandable, predictable and governable.

In this episode, we cover:

  • Why do prompts stop working once systems become autonomous
  • The difference between instructions and delegation
  • Why Dashboards explain the past but fail the future
  • How visibility before action builds trust
  • Where designers must decide that autonomy stops

This episode connects the dots between:

  • The age of agency
  • Designing autonomy without losing control
  • Multi-agent systems and coordination

If you’re designing, building or leading AI-powered products, this episode will change how you think about control, trust and human agency.


🎧 Next episode: The verifiability gap

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Human x IntelligentBy Madalena Costa