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ux

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Why Bolted-On AI Features Keep Failing With Real Users

A new design analysis argues that most AI features fail not because people reject AI itself, but because poorly integrated AI tools add extra work instead of removing it. For site owners weighing AI plugins and tools, the lesson is about workflow fit, not novelty.

by Robbie·Jul 15, 2026·2 min read