FairWitnessPrice

(FWT)

FairWitness addresses the critical need to certify the fairness of AI models. It acts as the first on-chain zero-knowledge oracle, designed to verify that AI models meet predefined fairness thresholds. This is achieved without compromising user privacy by exposing sensitive training data or model specifics, providing a transparent and verifiable solution for ensuring ethical AI deployment in various applications.

While the specifics aren't fully detailed, blockchain technology is crucial for FairWitness due to its inherent properties of decentralization, transparency, and immutability. These characteristics enable on-chain verification of AI model fairness, ensuring that the certification process is trustless and tamper-proof. The minting of an ERC-721 "Fairness Attestation NFT" leverages blockchain to provide an unchangeable record that other protocols can query, establishing verifiable trust in AI model integrity.

FairWitness functions by taking SHA-256 commitments of an AI model's weights and architecture. It then processes anonymized inference logs from the model. Using zk-SNARK proofs, it generates cryptographic evidence confirming that the model adheres to user-defined fairness criteria. This entire verification process is conducted without revealing any private data. Upon successful verification, a unique, tamper-proof ERC-721 "Fairness Attestation NFT" is minted, which can then be queried by other on-chain protocols.

The provided information identifies FWT as the token associated with the FairWitness project. However, the specific utility of the FWT token within its ecosystem is not explicitly detailed. Information regarding its use for governance, payments, access to services, staking, or other core functions has not been made available.

Comprehensive details concerning the specific development team responsible for FairWitness (FWT), their collective experience, and their track record in previous projects are not readily available in the provided information. Potential investors and users would typically seek this background to assess the team's capabilities and credibility.

Based on the available information, details regarding any specific funding schemes, such as venture capital investments or initial coin offerings, or institutional backing for the FairWitness (FWT) project, have not been disclosed. This information is often sought to understand a project's financial stability and external validation.