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Guide by Knoveya

Place human approval in an AI workflow

Knoveya

Place approval where a person can understand and control a consequential action.

Goal

Place approval where a person can understand and control a consequential action.

Step-by-step

  1. Classify side effects.
  2. show a precise preview.
  3. make approval scope explicit.
  4. handle cancellation and uncertain execution.

Worked scenario

Review payee and amount before confirming a transfer.

Write down the current behavior, the intended change, and the evidence you would need before deciding it worked. Use synthetic or anonymized material for exploration.

Acceptance check

Sending, spending, deleting, or deploying cannot follow from an ambiguous draft request.

Common failure

A convincing artifact can hide untested assumptions. Keep an explicit list of unknowns and test the highest-consequence transition before expanding the work.

Next step

Apply the guide to one bounded task, review the evidence, and adjust the approach. The linked reference is a separate publication; this guide is Knoveya's independent treatment of the topic.