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Stories: LLM APIs

Diagram of an invoice passed through a JSON Schema to produce two schema-valid responses, one that matches the source and one with a wrong total and an invented rate
Structured outputs ·

LLM Structured Outputs: JSON Schema Validity Is Not Accuracy

How OpenAI and Anthropic enforce a JSON Schema, and the checks financial data extraction still needs.

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