//pragmatic leaders

signal

Google learned that answer confidence is part of UX

When a product speaks with authority, error handling is not an edge case. It is the product.

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Search put AI answers in the authority seat.

AI Overviews reached a high-trust search surface, then strange public examples made the product story about whether the answer box had earned its confidence.