FairLens
FairLens is a Web3 platform for auditing AI models, detecting bias, and issuing blockchain-based fairness certificates with community-driven validation.
Videos
Description
FairLens is a decentralized platform that enables transparent AI auditing by allowing users to detect bias in AI models and certify their fairness using blockchain technology. It empowers communities to validate audit results via DAO voting, ensuring accountability in AI systems. Users can upload AI models, generate visual fairness reports, and receive verifiable blockchain-based certification. With features like wallet integration, identity management, and a reputation-based trust system, FairLens brings trust, transparency, and governance to AI fairness.
Progress During Hackathon
built a working MVP of FairLens with wallet integration, model upload and bias analysis, report generation, and mock on-chain certification. DAO voting and identity features were also implemented, showcasing core functionality for decentralized AI fairness auditing.
Tech Stack
Fundraising Status
no fundraising