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Users do not trust your AI feature. How do you design for trust?

Trust is an interface and reliability problem, not a messaging one, and the goal is not maximum trust. Here is the mechanism list that actually moves it, the recovery path after a public failure, and the metric most teams optimize in the wrong direction.

Updated Sep 2026 · Grounded in real GenAI, LLM, and AI/ML engineering interview loops and written to a senior-engineer editorial bar.

Trust is an interface and reliability problem, not a messaging one, and the goal is not maximum trust. Here is the mechanism list that actually moves it, the recovery path after a public failure, and the metric most teams optimize in the wrong direction.

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