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Discover our research explorations across the intersection of design, AI, and human-centered technology.
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Insights, learnings, and stories from our design team.
As AI systems begin to reason, adapt, and act, design shifts from perfecting interfaces to shaping behavior and the human–AI relationship — putting HAX principles like Control, Clarity, Recovery, Collaboration, and Traceability at the center of the craft.
How agents need to map onto the grammar of expert tools — participating in work without displacing the structure that makes expert fluency possible.
Reflections on AI-augmented design at Outshift — from the dangers of plausible noise to a week of record-breaking fidelity on the CASA project.