AITowards Data Scienceabout 2 hours ago
Structured Outputs Can Invent Missing Data
1 min read
Structured Outputs fill required fields with invented values when source text lacks them, causing silent mismatches. Making fields nullable and adding evidence fields with exact source quotes catches hallucinations. Validators enforce sanity checks like positive amounts.
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