Decentralized Volatility Surfaces

Algorithm

⎊ Decentralized Volatility Surfaces represent a computational framework for deriving implied volatility across multiple strike prices and expiration dates, operating without reliance on centralized exchanges or oracles. These surfaces are constructed through on-chain options markets, utilizing automated market makers (AMMs) and liquidity pools to determine price discovery, and are fundamentally driven by the supply and demand dynamics within those pools. The algorithmic nature allows for continuous adjustment based on real-time trading activity, providing a dynamic view of market expectations for future price fluctuations, and enabling more precise risk assessment for derivative positions. This approach contrasts with traditional volatility surfaces which are often interpolated from a limited set of exchange-traded options.