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If you're using vision language models for document extraction, there's something you need to know. While models like Gemini, GPT-5, and Mistral are incredibly powerful, they are by their very nature generative. They're not extracting text, they're predicting text based on what they see. This can work very well for messy scans or handwriting, but it can also lead to hallucinations. For a lot of use cases, that's fine. But if you need verbatim scans and exact data extraction, the predictive natur
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