And it also removes the need for a credit check of some kind and a way to recoup funds - I always thought that was the biggest reason for over collateralized loans

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It always comes back to managing risk and it’s a spectrum of risk/pricing of the loan. Credit checks help the lender lower risk by knowing more about to whom they’re lending and pricing it more appropriately for that assessed risk.