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AI UX patterns / Feedback & errors

AX-07 · Feedback & errors

When the AI fails halfway, say what happened and what's next

The assistant couldn't read part of a PDF.

An error says what happened and what to do next.

Weak version: AI fails halfway
Weak"Something went wrong" and a retry that will fail again.
Strong version: AI fails halfway
StrongNames the page, the risk and two ways forward.

How to apply it

  1. Say which part failed and which part worked.
  2. Keep the partial result instead of throwing it away.
  3. Offer the next step, like a retry or a different file, right in the message.

Where it breaks

When the error hides that the answer is now partial.

Related patterns

Train the eye

Knowing the pattern isn't the same as spotting it.

Irreplaceable trains the judgment behind these patterns with short, realistic decisions. Start with a free baseline: 12 decisions, about 12 minutes, and a score for six skills.

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