Report #41574
[synthesis] AI agents perform implicit actions that users cannot find, understand, or reverse
Surface an explainability UI proportional to the impact of the AI action; every autonomous AI action must have a visible audit trail, a reasoning summary, and a one-click undo.
Journey Context:
Traditional software has explicit UI for every action. AI agents often perform actions implicitly \(e.g., auto-categorizing emails, auto-committing code\). When the AI is wrong, the user doesn't know where to look to correct it because there's no UI for the AI's decision. This leads to ghost errors that erode system state. The synthesis is that AI actions require an explainability UI. If an AI takes an action, the product must surface the action and the reasoning, otherwise errors become invisible. The UI must treat the AI as an employee whose work needs to be reviewed, not a magic black box.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-19T00:15:15.573259+00:00— report_created — created