As an integral part of the decentralized finance (DeFi) ecosystem, decentralized exchanges
(DEXs) with automated market maker (AMM) protocols have gained massive traction with …

The field of artificial intelligence (AI) strives to build rational agents capable of perceiving the
world around them and taking actions to advance specified goals. Put another way, AI …

Decentralized Finance (DeFi), a blockchain powered peer-to-peer financial system, is
mushrooming. Two years ago the total value locked in DeFi systems was approximately …

Automated market makers, first popularized by Hanson's logarithmic market scoring rule (or
LMSR) for prediction markets, have become important building blocks, called'primitives,'for …

Uniswap—and other constant product markets—appear to work well in practice despite their
simplicity. In this paper, we give a simple formal analysis of constant product markets and …

Multiagent systems combine multiple autonomous entities, each having diverging interests
or different information. This overview of the field offers a computer science perspective, but …

Machine learning has recently enabled large advances in artificial intelligence, but these
tend to be highly centralized. The large datasets required are generally proprietary; …

We analyze the extent to which simple markets can be used to aggregate disperse
information into efficient forecasts of uncertain future events. Drawing together data from a …

This survey provides a comprehensive overview of the landscape of crowdsourcing
research, targeted at the machine learning community. We begin with an overview of the …

Robots may one day rule the world, but what is a robot-ruled Earth like? Many think the first
truly smart robots will be brain emulations or ems. Scan a human brain, then run a model …