In the world of artificial intelligence, the importance of pre-training data is self-evident. They are the basis of AI models, the source of AI intelligence, and the key to the infinite possibilities that AI gives us. Because of this, we present to you the AIX Galaxy Era stage—a decentralized data trading market specially prepared for AI pre-training.
The close relationship between pre-training data and AI model performance
Pre-training data has a direct impact on the performance of AI models. They are like human knowledge and experience, which determine the learning efficiency, performance and problem-solving ability of AI models. An AI model with extensive, rich, and accurate data pre-training can better understand the world, respond to various requests more accurately, and solve problems more effectively.
The importance of pre-training data is that they can provide initial learning material for AI models. A high-quality pre-training data set can greatly improve the learning efficiency and performance of AI models. When AI models are pre-trained on this data, they learn various patterns and regularities in the data to better adapt to new tasks and environments.
AIX Galaxy Era: Create a dedicated AI data universe
Our platform, AIX, created a decentralized data trading market in order to meet the needs of AI models for pre-training data during the Galaxy Era. We provide specially cleaned, high-quality pre-training data for AI models. Here, you can find the best pre-training data for your AI model, thereby greatly improving your AI performance and efficiency.
Our market has the following advantages:
1. Decentralization : Based on the smart contract of blockchain technology, our trading market has been decentralized. This means that transactions do not need to go through a centralized server without fear of censorship and interference. You can freely trade data on the market and enjoy greater freedom and flexibility.
2. High-quality data : Our platform provides cleaned data specially prepared for AI pre-training. These data are screened, cleaned and processed through advanced data processing technology, which can greatly improve the learning efficiency and performance of AI. You can find the best pre-trained data for your AI model on our marketplace.
3. Privacy protection : In order to protect personal privacy, our platform uses zero-knowledge proof (ZKP) technology to encrypt data. Zero-knowledge proof is an advanced encryption technology that can prove the correctness of certain information without revealing any actual data. This means that on our marketplace you can use and trade data without exposing any personal information.
In the AI data trading market, protecting user privacy and data security has always been AIX’s most important task. To this end, we introduce an advanced encryption technology – Zero-Knowledge Proof (ZKP). In this article, we will introduce in detail the concept of ZKP, how it works, and explain how it ensures the privacy of AI data transactions.
Zero-knowledge proof (ZKP): a revolutionary technology for data encryption
Zero-knowledge proof is an encryption technology that can prove the correctness of certain information without revealing any actual information. The concept of ZKP was originally proposed in the 1980s by Shafi Goldwasser, Silvio Micali, and Charles Rackoff. Since then, ZKP has gradually become an important research direction in the field of cryptography and information security, and has been widely used in many practical applications.
ZKP has two main participants: Prover and Verifier. The prover attempts to prove to the verifier that a certain proposition is true without revealing any specific information about the proposition. The verifier judges the authenticity of the proposition based on the proof provided by the prover.
How ZKP works: Verification without revealing actual information
The core idea of ZKP is that the prover can prove to the verifier that a certain proposition is true without showing the verifier any actual information related to the proposition. The proof process of this method usually involves multiple rounds of interaction. In each round, the verifier sends a random challenge to the prover, and the prover needs to provide a response based on this challenge. After multiple rounds of interactions, the verifier can judge the authenticity of the proposition based on the prover’s response.
ZKP needs to meet the following three properties:
1. Completeness : If a proposition is true, the prover can always successfully prove the truth of the proposition to the verifier.
2. Zero-Knowledge : During the proof process, the verifier cannot obtain any specific information about the proposition.
3. Soundness : If the proposition is false, then the prover cannot successfully prove the truth of the proposition to the verifier.
Application of ZKP in AI data transactions: protecting privacy and ensuring security
In our AIX data trading market, ZKP is used to ensure the privacy of data transactions. When users trade data on the market, they typically do not want to expose any specific information about the data. At this time, ZKP comes in handy.
By using ZKP, our AIX trading market can verify the correctness and legality of data without exposing any actual data. This means that even we ourselves cannot see the specific data content in the transaction. Only when the transaction is completed successfully can the buyer decrypt and access the data.
Our AIX market uses ZKP technology to protect user privacy and data security. This means that in our marketplace, you can trade data with confidence without worrying about data being leaked or misused.
In short, ZKP is a powerful encryption technology that can prove the correctness of information without revealing any actual information. In our AIX data trading market, ZKP is used to ensure the privacy of data transactions. By using ZKP, we can protect user privacy and data security, allowing you to trade data on our market with confidence.
We firmly believe that AIX will bring new possibilities for the advancement of AI technology. We are committed to providing users with an open, free and secure data transaction environment to facilitate the rapid development of AI technology. We look forward to your joining and exploring the future of AI together!