Human-Centered AI Patterns

These five guiding principles emerged from studying how people interact with agentic systems. They are the foundation for experiences that keep people in control while agents take on more autonomy.

← The Human-Agent Experience

Guiding Principles

At a glance: how each principle shapes trustworthy human–agent partnerships.

Control

Humans guide interactions. Agents adapt to human intent and follow their lead through every step.

Clarity

Keep partnership transparent. AI communicates actions clearly, using progressive disclosure to reveal more detail when needed.

Recovery

Own the mistakes. When the agent gets it wrong, it helps users identify the issue, offers clear paths to correct it, and learns from the experience.

Collaboration

Work together towards shared goals. Agents contribute actively while staying responsive to user preferences and feedback.

Traceability

Build understanding and trust. The agent makes its reasoning visible so users can see how decisions were reached.