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Knowledge Challenge
A friend thinks you can answer this question about AI Output Validation
Your data extraction pipeline parses invoices with an LLM. ~2% of responses fail downstream because the JSON is malformed (extra commas, trailing text, wrapped in code blocks). Engineers patch parsers reactively each week. What's the right structural fix?