awesome-blockchain-ai

"A blockchain is a growing list of records, called blocks, which are linked using cryptography."

"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 (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."

Jesus Rodriguez, May 23, 2019

New York Times, October 20, 2018

Hacker Noon, June 7, 2018

Fred Ehrsam, March 13, 2018

Francesco Corea, December 1, 2017

SingularityNET is a distributed AI platform on the Ethereum blockchain, with each blockchain node backing up an AI algorithm

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 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 is a decentralized and distributed deep-learning training protocol

Thought's blockchain-enabled Fabric fundamentally changes applications by embedding artificial intelligence into every bit of data making it agile, actionable and inherently secure

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 is a decentralized AI platform with a virtual machine that allows you to execute AI programs on-chain

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 is the world's first intelligent and secure solution for emerging Web3, scalable Dapps, and decentralized AI

Bittensor is an open-source protocol that powers a decentralized, blockchain-based machine learning network

A research and development studio building at the intersection of Generative AI and Blockchain

An Ethereum L2 rollup that supports native, seamless, and trustless AI/ML inferences on-chain to empower decentralized applications

Danku

A blockchain-based protocol for evaluating and purchasing ML models on a public blockchain such as Ethereum

Decentralized & Collaborative AI on Blockchain

0xDeCA10B is a framework to host and train publicly available machine learning models in smart contracts with incentive mechanisms to encourage good quality training data while keeping the models free to use for prediction

Ocean Protocol is a decentralized data exchange protocol that lets people share and monetize data while guaranteeing control, auditability, transparency and compliance to all actors involved. Its network handles storing of the metadata (i.e. who owns what), links to the data itself, and more

TrueBit gives Ethereum smart contracts a computational boost

A decentralized AI computing platform that supplies processing power to companies looking to develop A.I. technologies

A globally decentralized computing framework that combines latent computing power of independently owned compute devices across the globe into a dynamic marketplace of compute resources

A decentralized off-chain compute infrastructure for Web3 development

Numerai is a hedge fund powered by a network of anonymous data scientists that build machine learning models to operate on encrypted data and stake cryptocurrency to express confidence in their models

Cindicator is a crowd-sourced prediction engine for financial and crypto indicators

Erasure is a decentralized protocol and data marketplace for financial predictions

doc.ai aims to decentralize precision medicine on the blockchain by using AI

Healthcare data marketplace with granular ownership and granular consent of data. By using on-chain storage on a custom blockchain, BurstIQ can comply with HIPAA, GDPR, and other regulations

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Bravo-Marquez, F., Reeves, S., & Ugarte, M. (2019, April). Proof-of-learning: a blockchain consensus mechanism based on machine learning competitions. In (pp. 119-124). IEEE

Li, B., Chenli, C., Xu, X., Shi, Y., & Jung, T. (2019). DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services.

Chenli, C., Li, B., Shi, Y., & Jung, T. (2019, May). Energy-recycling blockchain with proof-of-deep-learning. In (pp. 19-23). IEEE

Merlina, A. (2019, December). BlockML: a useful proof of work system based on machine learning tasks. In (pp. 6-8)

Pandl, K. D., Thiebes, S., Schmidt-Kraepelin, M., & Sunyaev, A. (2020). On the convergence of artificial intelligence and distributed ledger technology: A scoping review and future research agenda. , 8, 57075-57095

Lan, Y., Liu, Y., & Li, B. (2020). Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains.

Harris, J. D., & Waggoner, B. (2019, July). Decentralized and collaborative AI on blockchain. In (pp. 368-375). IEEE

Harris, J. D. (2020, September). Analysis of Models for Decentralized and Collaborative AI on Blockchain. In (pp. 142-153). Springer, Cham

Mittal, A., & Aggarwal, S. (2020). Hyperparameter optimization using sustainable proof of work in blockchain. , 3, 23

Qu, X., Wang, S., Hu, Q., & Cheng, X. (2021). Proof of federated learning: A novel energy-recycling consensus algorithm. , 32(8), 2074-2085

Li, B., Lu, Q., Jiang, W., Jung, T., & Shi, Y. (2021, May). A mining pool solution for novel proof-of-neural-architecture consensus. In (pp. 1-3). IEEE