Clarity Developer Academy · 20 minutes

AI with Oversight

Constrain AI features so their source, effect and human decision remain visible.

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Developers working together on this learning path's technical task

Guided implementation

From the boundary to a verifiable result.

  1. 01

    Constrain the source

    Define which approved source this exact step needs. Project and sandbox data must not be confused with private Clarity content.

  2. 02

    Separate proposal from execution

    Generated text is not yet an action. Show the draft, affected data and expected consequence before any C2 effect.

  3. 03

    Design the receipt and way back

    Success and failure need a server-confirmed receipt. Reversible changes need a visible undo path.

  4. 04

    Treat uncertainty as a state

    If permission, source or target cannot be confirmed safely, keep the flow closed and explain the next safe step.

Complete when …

  • Source and purpose appear with the action
  • C2 waits for an explicit yes
  • C4 is never executed autonomously
  • Failures do not claim success

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AI with Oversight — Clarity Developer Learn