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NowSignal
AI interfaces are becoming collaborative workspaces
The useful AI product is moving beyond a single prompt box. It combines conversation with visible controls, editable artifacts, progress states, sources, approvals, and reliable ways to recover when the model is wrong.
What changes
Interaction design now has to choreograph intent, generation, inspection, correction, and execution. The interface must make the system’s current state and limits legible without forcing people to understand the model underneath it.
Design response
Design the human decision points first. Keep consequential actions reviewable, make uncertainty visible, preserve an undo path, and test the full loop after the AI has acted—not only whether it produced a plausible answer.
