A Developer's Guide to Explainable AI UX: Layered Disclosure Over Raw Logs
This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.
Most teams building AI features hit the same wall eventually: the model works, the output is usually right, and users still don't trust it. The default engineering response is to expose more, confidence scores, retrieval logs, chain-of-thought, a debug panel nobody asked for but everybody can see.…
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- 2026-08-25 10:35 · DEV Community — AI
A Developer's Guide to Explainable AI UX: Layered Disclosure Over Raw Logs