Moving Beyond UI Controls

Users expect tools to understand and respond, not just execute.

What Collaboration Looks Like

Shared goal-setting, task splitting, and assistive suggestions are key traits of effective human–AI workflows.

Best Practices

• Build intuitive prompt interfaces

• Set expectations for AI capabilities and limits

• Visualise AI’s “thought process”

• Offer fallback manual options

• Teach users how to co-create with AI

Key Takeaways

• Co-creation builds confidence in AI tools

• Collaborative UX reduces user dropout

• Natural language becomes the new design surface

• Teaching moments improve feature adoption