AI Engineer Problems › Error Handling & Edge Cases

The Annotation Bottleneck

Medium · AI Engineering · Error Handling & Edge Cases · Asked at Rocket Lawyer

You want to build a self-optimizing prompt pipeline. The system identifies 1,000 failure traces. A junior engineer suggests having humans write the "Expected Output" for all 1,000. Why is this a failure of scale, and how do you fix it?

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