AI tools have collapsed the barrier to shipping. Takuma Kakehi's lead piece names the consequence precisely: PMs and sales teams are building functional prototypes, but the accumulated micro-decisions underneath, slightly off interactions, components that miss the pattern, choices made without a framework for quality, create compounding friction that no user will articulate but every designer will inherit. Access to tools is not the same as judgment built from years of contact with failure.

Three other pieces deserve your attention. Patrick Neeman argues the T-shaped UX professional is being replaced by the polymath architect, depth alone no longer pays. A piece on A2UI examines what radically adaptive interfaces actually require from designers at the system level. And a short essay at terriblesoftware.org makes a point that cuts: one engineer is more productive with AI, but his reviewers now face documents several times longer than necessary, with what the author calls an unmistakable AI smell. Individual output went up. Collective cost went up with it.

Read Kakehi's full piece for the argument about why senior designers remain valuable, it is not about shortcuts. Read the terriblesoftware.org post for the productivity accounting most teams are not doing. Both pieces are asking the same question from different angles: who absorbs the cost when speed becomes the only metric.

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