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Northbeam Labs/ResearchMC

Across both sessions the same three asks came up, and none of them were about accuracy.

People wanted to know where an answer came from before they read it. Nine of eleven scrolled to the sources first.

They wanted the reply to hold still. Two participants lost their place when the text reflowed mid answer.

And they wanted to push back on one sentence rather than the whole answer. That one is worth building.

Trust research sync
Design review, AI states
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How should AI show uncertainty?
Which UI elements build trust in AI replies?
What signals make AI replies feel reliable?

The assistant can browse the web. Check important info.