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Designing trustworthy AI interfaces

NBNoah BennettApr 22, 2026 6 min read

Users don't experience your model — they experience your interface. Trust is built or broken in that layer.

Show your work

Citations, confidence signals and the ability to inspect sources turn a black box into a collaborator users trust.

Design for graceful failure

Models will be wrong. Interfaces that make errors easy to catch and correct keep users in control and preserve trust.

NB

Noah Bennett

Head of Design · IdeioWorld