Awesome Blockchain AI
A curated list of Blockchain projects for Artificial Intelligence and Machine Learning.
This list explores awesome projects that exploit the properties of blockchain technologies (decentralization, immutability, smart contracts, etc.) to build the next generation of AI systems.
Contents
- Recommended reading
- Blockchains for AI algorithms
- Blockchains for data
- Blockchains for computation
- Blockchains for AI in finance
- Blockchains for AI in medicine
- Blockchains for AI in supply chains
- Academic Research
Recommended reading
Wikipedia
- Blockchain - "A blockchain is a growing list of records, called blocks, which are linked using cryptography."
- Artificial Intelligence - "In the field of computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals."
- Machine Learning - "Machine learning (ML) is the scientific study of algorithms and statistical models that computer systems use to effectively perform a specific task without using explicit instructions, relying on patterns and inference instead."
Blockchain, AI and Machine Learning
- Decentralizing AI: Dreamers vs. Pragmatists. - Jesus Rodriguez, May 23, 2019.
- How the Blockchain Could Break Big Tech's Hold on A.I. - New York Times, October 20, 2018.
- How to Actually Combine AI and Blockchain in One Platform - Hacker Noon, June 7, 2018.
- Blockchain-based Machine Learning Marketplaces - Fred Ehrsam, March 13, 2018.
- The convergence of AI and Blockchain: what's the deal? - Francesco Corea, December 1, 2017.
Blockchains for AI algorithms
- SingularityNET - SingularityNET is a distributed AI platform on the Ethereum blockchain, with each blockchain node backing up an AI algorithm.
- Intuition Fabric - The goal of Intuition Fabric is to democratize access to AI through a network of deep learning models that are stored on the interplanetary file system and accessed through the Ethereum blockchain.
- OpenMined - OpenMined is a community focused on building open-source technology for the decentralized ownership of data and intelligence. With OpenMined, AI can be trained on data that it never has access to.
- Raven Protocol - Raven Protocol is a decentralized and distributed deep-learning training protocol.
- Thought Network - Thought's blockchain-enabled Fabric fundamentally changes applications by embedding artificial intelligence into every bit of data making it agile, actionable and inherently secure.
- MATRIX AI - The Matrix AI Network is a public chain that combines AI technology with blockchain technology to solve the major challenges currently stifling the development and adoption of blockchain technology. Matrix is poised to revolutionize and democratize the field of Artificial Intelligence using a blockchain-powered decentralized computing platform.
- Cortex Labs - Cortex Labs is a decentralized AI platform with a virtual machine that allows you to execute AI programs on-chain.
- Fetch.ai - Fetch.ai is a decentralized machine learning platform based on a distributed ledger, that enables secure sharing, connection and transactions based on any data globally.
- Oraichain - Oraichain is the world's first intelligent and secure solution for emerging Web3, scalable Dapps, and decentralized AI.
- Bittensor - Bittensor is an open-source protocol that powers a decentralized, blockchain-based machine learning network. Related resources.
- Alethea AI - A research and development studio building at the intersection of Generative AI and Blockchain.
- Vanna Labs - An Ethereum L2 rollup that supports native, seamless, and trustless AI/ML inferences on-chain to empower decentralized applications.