At Datapalooza 2023, Sam presented Semiotic's latest research & practical applications of AI & data analytics in web3 and shared details about bringing high-performance SQL queries to The Graph!
Severiano Sisneros presents "The Graph and Preserving Historical Data After EIP-4444" at Datapalooza 2023. This talk, held during Devconnect in Istanbul, Turkey, explores the vital role of The Graph in the context of Ethereum's EIP-4444. Gain insights into the challenges and strategies for preserving historical data in the web3 space.
Severiano Sisneros, Semiotic's Senior Cryptographer, tells the story of deploying a real-world solution using SNARKs as a core primitive; highlighting many cutting-edge SNARKs and their limitations in the hope to identify opportunities for the community to make Ethereum more SNARK friendly, creating a diverse ecosystem where SNARKs built upon a variety of unique primitives can thrive.
Matt Deible gives an exhaustive overview of the different AMM algorithms currently deployed on major distributed ledgers, as well as the underlying intuition behind their design. Building up from the basic principles of AMM design, the talk then covers the algorithmic mechanisms used in the various different algorithms including Constant Sum, Constant Product (Uniswap V2), Uniswap V3, KyberSwap, StableSwap (Curve), CryptoSwap (Curve V2), Solidly Stable pairs, Clipper, Dodo, and RFQ systems.
Indexers in The Graph protocol use a DSL called Agora to map query shapes to prices. However, manually populating and updating Agora models for each query is a tedious task, and, as a consequence, most indexers default to a flat pricing model. We have created and deployed reinforcement learning agents for Indexers to automatically compete on pricing. This talk, given by Dr. Tomasz Kornuta, is focused on our development process and our study of the market effects of multiple competing pricing agents.
Co-founder and Head of Research, Dr. Sam Green, presents to Stanford's CEE 246A class on the evolution of Semiotic Labs: how we started with Fully-Homomorphic Encryption, early support from NSF SBIR and Activate.org, our pivot to web3 with The Graph protocol, and the launch of our DEX aggregator: odos.xyz.
Indexers within The Graph Protocol are rewarded via an indexing reward. How can indexers optimize their allocations so as to maximize the reward they receive? In this video, Anirudh Patel and Hope Yen formalize that question in terms of a reward function and explain how convex optimization can be used to find a solution. They then demonstrate a new tool that automates the solution to the allocation optimization problem.
Odos is a Smart Order Routing (SOR) solution that leverages a patented Automated Market Maker (AMM) path finding algorithm to aggregate decentralized exchanges (DEX) and find optimal routes for token swaps. By traversing a large universe of connecting token pairs and performing complex order splits, Odos is the ultimate choice for institutional and retail traders. Odos is the first aggregator to introduce a multi-asset input feature that enables users to swap from several tokens into one asset in a single atomic transaction.
Alexis Asseman presents on our reinforcement learning agent used to automatically set prices for Indexers in The Graph protocol.
Odos is a Smart Order Routing (SOR) solution that leverages a patented Automated Market Maker (AMM) path finding algorithm to aggregate decentralized exchanges (DEX) and find optimal routes for token swaps. By traversing a large universe of connecting token pairs and performing complex order splits, Odos is the ultimate choice for institutional and retail traders. Odos is the first aggregator to introduce a multi-asset input feature that enables users to swap from several tokens into one asset in a single atomic transaction.
Presented at the WIMV 2022 Devconnect workshop. For future workshops, check out https://wimv.dev or follow https://twitter.com/wimvdev.
Presented at the WIMV 2022 Devconnect workshop. For future workshops, check out https://wimv.dev or follow https://twitter.com/wimvdev.