
Design at the frontier of AI, from model aesthetics to real-world interaction.
Redefining the boundaries of design, from model capability to real-world interaction.
(Research)
Investigating the gap between model capability and user perception at an AI unicorn startup, mapping where design could intervene, from data and aesthetics to interaction and brand, to build a connected system instead of fragmented touchpoints.
(Experiment)
Calibrating the model's aesthetic judgment through curated visual references, prototyping multimodal full-duplex interaction, and building a unified brand system across typography, color, and motion to align every surface with the model's evolving capability.
(Results)
Design Team Built
10 People
Product Lines Shipped
3 to user testing


















