How Do Decentralized Exchanges Attempt to Avoid Both ADL and Socialized Loss?

DEXs often use mechanisms like over-collateralization, where positions are required to have more collateral than necessary, or rely on external liquidators who are incentivized to close positions quickly before a deficit occurs. Some also use a decentralized insurance pool funded by a small portion of trading fees or liquidation penalties.