Recursive Leverage Identification

Recursive leverage identification is the process of mapping interconnected financial positions where collateral used to open one leveraged position is derived from another leveraged position. In the context of decentralized finance and derivatives, this often occurs when a user deposits a token into a lending protocol to borrow stablecoins, which are then used to purchase more of the original token to increase exposure.

This creates a chain of dependencies where a price drop in the underlying asset triggers liquidations that propagate through the entire chain. Identifying these loops is essential for risk management because it reveals hidden systemic fragility.

When leverage is recursive, the effective margin requirement of the entire system is much higher than what appears on a single protocol. Understanding these structures helps traders and risk managers anticipate potential cascades during market volatility.