Explore our latest thoughts on design, research, and innovation in the world of product development.
Why the unit of design is the evolving interpretation between a person and an agent, not the prompt or the action.
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.
The shifting landscape of work and interaction. This report presents key findings and actionable insights drawn from leading industry and academic experts on the future of human agent interaction.
How agents need to map onto the grammar of expert tools — not just add a chat panel, but participate in the work without displacing the structure that makes expert fluency possible.
Reflections on AI-augmented design at Outshift — from the dangers of plausible noise to the CASA project case study and a week of record-breaking fidelity.
