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Look & Feel

Knowledge graph visualization

Turning abstract AI reasoning into tangible, navigable visual structures.

About this prototype

This is an interactive exploration of a design concept. The prototype above demonstrates the interaction, animation, and user experience of the idea in motion.

The design decisions shown here are informed by research into how users interact with AI, what makes interactions feel natural, and how to communicate system capabilities clearly.

Key design insights

  • • Gesture recognition makes AI interactions feel more intuitive
  • • Clear feedback loops reduce uncertainty in human-AI collaboration
  • • Visual representation of AI reasoning builds trust and understanding
  • • Respectful disagreement preserves human agency in the workflow