DeSets Protocol

DeSets Protocol

Decentralized datasets to train AI for future

Created on 10th December 2023

DeSets Protocol

DeSets Protocol

Decentralized datasets to train AI for future

The problem DeSets Protocol solves

Some of the potential risk of current AI infrastructure are:
Centralization Risks:

  • Centralized AI datasets pose privacy and bias issues due to concentrated control.

Incentive Gap:

  • Lack of incentives hinders user participation in sharing valuable datasets for AI training.

Data Misuse Threat:

  • Centralized models risk data misuse, necessitating a decentralized solution for ethical AI training.
    We plan on to solve these issues with DeSets protocol

Challenges I ran into

Building a working project in 36 hours was a bit challenging task. At the end i was able to integrate sdks and deploy contracts on chains.

Tracks Applied (4)

Filecoin Track

Filecoin is used for data sets storage as well as a copy of smart contract DeSets Factory is also available on EVM Calib...Read More
Filecoin

Filecoin

Base Track

Smart contracts for DeSets protocol are available on Base Goerli testnet. It is used to mint DataBase NFT as soon as a n...Read More
Base

Base

Lighthouse.storage Track

Lighthouse SDK is used for programmatic storage and uploading datasets to IPFS to obtain CID that is embedded for access...Read More
lighthouse

lighthouse

Scroll Track

Smart contracts for DeSets protocol are available on Scroll Sepolia testnet. It is used to mint DataBase NFT as soon as ...Read More
Scroll

Scroll

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