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Designing for the proxy

Designing for the proxy

Design Uxdesign
Designers must increasingly structure interfaces for machine-readability without sacrificing the human-centric decisions that AI cannot yet replicate.
What: The article argues that AI agents serve as the primary proxy audience for much digital content. While developers must optimize for machine parsing (metadata, accessibility, structure), the core value of human-led design remains in complex decision-making and systems thinking.
Why it matters: Optimizing for the AI proxy is becoming a necessity for discoverability and utility, but prioritizing machine-readability over human empathy risks creating hollow user experiences.
Original article

AI has become the first audience for much of our work, interpreting and summarizing content before people see it, which makes machine-readable structure increasingly important. However, the goal should be to optimize for AI without designing for it, as the real value of design still lies in the invisible decisions—systems, accessibility, information architecture, and judgment—that AI-generated interfaces can't replicate. The challenge is to create experiences that are easy for machines to understand while remaining focused on the humans they're ultimately meant to serve.

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