Open up the artificial intelligence market
The Open AI Market is a comprehensive platform that integrates data and prediction markets, aimed at promoting the development and application of AI technology through innovative technological means. Among them, the data market, as its core component, provides a secure and efficient data exchange environment for AI developers by introducing advanced zero knowledge proofs and fair exchange protocols.
Data Market
- Moirae establishes a data exchange protocol based on zero knowledge proof and fair exchange protocol, through which the training dataset can be traded fairly and no party can gain an advantage through early exit or other improper behavior. The training dataset is not exchanged in plaintext, but participates in model training through a secure multi-party computation protocol.
- AI developers can actively search for training datasets in the data marketplace, or publish models for others to provide data for collaborative model training. To protect the privacy and security of data, it is necessary to obtain authorization and train models through privacy outsourcing computing or secure multi-party computing protocols, and process them through privacy outsourcing computing or secure multi-party computing protocols.
- The data market establishes incentive mechanisms through cryptoeconomics to encourage data submission and improve model accuracy. In order to ensure the validity of data, data providers need to pledge and accept corresponding penalties when their provided data is verified as bad data.
In this data market, the data exchange protocol established by Moirae ensures fair trading of the training dataset. This protocol not only prevents either party from gaining an advantage through early withdrawal or other improper behavior, but also ensures the privacy and security of data during the exchange process. Specifically, the training dataset is not exchanged in plaintext form, but participates in model training through a secure multi-party computation protocol, thereby achieving the “usable invisible” nature of the data.
Predicting the market
- And predicting the market is another important component of opening up the artificial intelligence market. Here, successfully trained models can be deployed directly on the network and provide prediction services to the outside world. The information of these prediction services is registered in smart contracts for paid users to search and call. This design not only facilitates users in obtaining the required prediction services, but also provides a way for model developers to convert the model into actual revenue.