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Default-on AI chat panels can frustrate users when they interrupt rather than help, argues a recent UX Design article, “Nobody asked for the sparkle button”. Its practical alternative: build AI around a specific task and fit it into the workflow, rather than making the technology itself the feature.

Why it matters

That is a useful challenge for product teams: if an AI feature cannot name the job it does, a shiny button may be doing more for the launch deck than for the person using the software.

Discuss: Should AI tools be tucked into useful workflows, or offered visibly so people can choose when to use them?

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