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Kita's VLM Credit Review: How Vision Models Parse Bank Statements When Credit Bureaus Don't Exist

Why it matters

Emerging markets run on paper. In the Philippines and Mexico, credit bureaus are unreliable, open banking APIs barely exist, and loan applications arrive as smartphone photos of bank statements printe...

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