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Over-collateralized loans represent a standard model in finance where a borrower pledges more collateral than the loan amount. This provides lenders with a cushion against potential default, enhancing security and lowering risk. The over-collateralization serves as an assurance, making these loans more attractive to investors who seek stable returns with reduced credit risk.