collaborators

6 papers

cs.GT2026

Freemium Is All You Need

Maxim Bichuch, Aviv Yaish

Free access to a generative AI (GenAI) service requires costly compute, yet can also produce data that improve future service quality. We study a service provider whose users diffe…

q-fin.MF2026

Designing On-Chain Options: Amortizing Perpetual Options

Maxim Bichuch, Zachary Feinstein

Financial options are fundamental to traditional markets, enabling strategies ranging from hedging to speculating. Yet, while the Automated Market Maker paradigm has revolutionized…

q-fin.MF2026

A Derivative Pricing Perspective on Liquidity Tokens in Constant Product Market Makers

Maxim Bichuch, Zachary Feinstein

In decentralized finance, any individual can pool their assets into an automated market maker (AMM) -- herein we focus on the constant product market maker (CPMM) -- in exchange fo…

q-fin.MF2025

The Price of Liquidity: Implied Volatility of Automated Market Maker Fees

Maxim Bichuch, Zachary Feinstein

An automated market maker (AMM) provides a method for creating a decentralized exchange on the blockchain. For this purpose, individual investors lend liquidity to the AMM pool in…

q-fin.MF2025

Axioms for Automated Market Makers: A Mathematical Framework in FinTech and Decentralized Finance

Maxim Bichuch, Zachary Feinstein

Within this work we consider an axiomatic framework for Automated Market Makers (AMMs). AMMs are smart contracts that set prices for swaps on a pool of assets. By imposing reasonab…

q-fin.MF2025

Decentralized Prediction Markets and Sports Books

Hamed Amini, Maxim Bichuch, Zachary Feinstein

Prediction markets allow traders to bet on potential future outcomes. These markets exist for weather, political, sports, and economic forecasting. Within this work we consider a d…