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Dec 01, 2025
5 min read

Building Zero-Hallucination Interfaces

How to design UI that guides AI agents toward accuracy and builds user trust through radical transparency.

Building Zero-Hallucination Interfaces

Trust is the hardest currency to earn in the AI era. One hallucination can destroy months of user confidence. The solution isn't just better models—it's better interfaces.

The "Show Your Work" Pattern

By exposing the reasoning steps of an agent in the UI, we allow users to verify the logic before the final action is taken. This turns the AI from a "black box" into a collaborative partner.

Expertise FAQ

Clarifications and deep-dives on the topics covered above.

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