Decentralize artificial intelligence by creating NFTs on IPFS & Ethereumby Kailash Ahirwar

ETHDubai 2023 · 16 Mar 2023 · 5:32

Kailash Ahirwar explores decentralizing AI models using IPFS, model sharding, ERC-721 NFTs and Ethereum. The talk considers how these components can support distributing and training models.

Speakers

Topics

From ETHDubai 2023, hosted by DeFi Dubai.

Transcript

hi everyone my name is kalas I'm a co-founder of Raven protocol uh today I'm going to talk about how to decentralize artificial intelligence by creating nfts on ipfs and ethereum this is the agenda this is a lightning talk I do have five minutes so I'm going to briefly talk about like how to create nfts like how to create AI nfts first of all let me tell you like what is Dai the AI is web3 plus AI decentralized artificial intelligence is a new paradigm that utilizes web 3

blockchain technology and tools to store and process data like AI model training data marketplaces AI marketplaces and proper compute incentivization let me tell you about as you all know like what is decentralized histories ipfs and filecoin decentralized storage is a storage solution based on a based on blockchain based decentralized Network rather than relying on a single centralized entity ipfs is a decentralized file storage protocol and filecoin is decentralized storage system that works on ipfs protocol uh

why do we need decentralized artificial intelligence like this is very important first of all artificial intelligence is currently centralized everything is centralized most of the big companies they own large models large AI models infrastructure data and algorithms the second thing is decentralization can bring proper incentivization for data in algorithm owners right now like whatever data big companies are using is open source it is available uh freely on internet on Google and everywhere but they are using so that is like very important the second uh it will like if we bring decentralization to artificial Intel

intelligence it will bring further democratization to it and a lot of people they can participate they can contribute and they can earn like proper rewards they will be like able to contribute properly and proper decentralization will will allow everyone to train large artificial intelligence models like GPT 3 GPT or Dali it will also propyl the creation of responsible and ethical AI for the future so this is very important I think decentralization is very important for artificial intelligence industry uh these are the tools you can use to decentralize artificial analysis like

blockchain ethereum ipfs for file storage filecoin for file storage and you have to create nfts to decentralize artificial intelligence in this case fractional nfts is very important uh if you are going to decentralize artificial intelligence you should or must create fractional nfts and that will that will allow everyone to own an AI models in in the shape of in the form of fractional nfts this is like this is the uh these are these steps like how you uh uh like create fractional Enterprise first of all you have to split your large artificial intelligence model into

small uh multiple small AI models once you have those models you can start adding them to ipfs or filecoin you can use nft storage or web3 storage for that you have to you need a decentralized tourist to host those ai's mini eyes then you will need to write a smart contract to hold the nft of a large AI so if you have a large AI model you will need you will need a smart contract to hold that nft after that you will be uh you will be creating a large nft and then creating erc20 tokens of small nft models or small AI models so like to achieve this you will need to create a

smart contract and that smart contract will facilitate the creation of ER C20 tokens and other things like you will need to create ERC for 20 tokens in this case fractional nfts will play a very important role and fractional nfts are going to solve a very important problem and that is the that is the like decentralization of ownership of AI so on a decentralized owners of AI is is a very important Concept in this one and that will be achieved with the help of fractional nfts and nfts these are these steps like uh the previous I talked about in the previous one

thank you if you want to talk about Dai or about Raven protocol I'm a co-founder at Raven protocol I previously uh started matlabs and I have written a book on generative Edward serial Network so if you want to talk about DJI your AI uh let's meet thank you