In centralized finance this risk is mitigated by a huge apparatus of regulations, regulators and audits which cost a lot of money to maintain but minimize the risk to some extent. But who controls the regulators? What if they become corrupt? Blockchain and DeFi is the solution to this problem by removing the trust requirement and making everything transparent.
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