ACM HAI

FeedQUAC

Quick Unobtrusive AI-Generated Commentary

FeedQUAC is an ambient design companion tool that supports designers by providing real-time, read-aloud, AI-generated feedback from diverse personas throughout the design process

Design thrives on feedback. However, gathering constant feedback throughout the design process can be labor-intensive and disruptive. We explore how AI can bridge this gap by providing effortless, ambient feedback. We introduce FeedQUAC, a lightweight design companion that delivers real-time, read-aloud, AI-generated commentary from diverse personas based on live screenshots of the designer’s workspace. FeedQUAC is always available, context-aware, ambient, playful, and iteration-aware. In a design probe with eight 3D CAD designers, participants highlighted convenience, playfulness, confidence boosts, and inspiration. Our findings suggest that ambient interaction is a valuable consideration for both designing and evaluating future creativity support systems.

Download publication

Related Publications

Get in touch

Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.

Contact us