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Frontier models leave a fingerprint, and it's the lab's, not the model's
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Lessons on building an AI data analyst
Text-to-SQL is not enough. Real user questions require multi-step plans, Python, and external context. A semantic layer encodes business meaning and sharply reduces SQL complexity.
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