颜驰.Bit
颜驰.Bit|Mar 24, 2025 08:47
📊 Data is the oil of the new era, and data privacy is increasingly valued. Is it possible to use data without exposing it? @ArciumHQ Arcium, the world's first encrypted supercomputer, has raised over $10 million in funding and has a team of over 20 experts in cryptography, machine learning, and mathematics, dedicated to tackling the century long challenge of data privacy. 💡 Core Technology Overview Arcium utilizes advanced encryption technologies such as multi-party computation (MPC) to build a trustless, verifiable, and high-performance computing framework. Its unique architecture includes the distributed encryption operating system arxOS, multi-party execution environments (MXEs), and Rust based development framework Arcis. This design ensures that data remains encrypted throughout its use, addressing the hidden dangers of data exposure in traditional computing. 🎈 Application scenarios Arcium brings new possibilities to multiple fields: Privacy preserving AI: supports training AI models on encrypted datasets from multiple organizations, developing medical diagnostic systems that do not require access to patient medical history, and building trustless, secure, and autonomous AI agents. ​ Confidential DeFi: Implement encrypted order book to avoid market shock or rush during large transactions; Provide a privacy lending agreement that matches both borrowers and lenders while ensuring confidentiality; And building a trustless and permissionless prediction market to reduce the risk of collusion in public voting. ​ Decentralized Infrastructure Networks (DePINs): Manage data in a decentralized network without the need for a centralized organization; Support federated learning, train AI models directly on the device side, and enhance privacy protection. ​ 🔝 Ecological growth Arcium's community and ecosystem are rapidly expanding, with highly active users. During the private testing phase, 40000 developers have registered and the community has minted nearly 400000 NFTs. In 2024, Arcium acquired the core assets, patents, and team members of its biggest competitor in the Web2 field, Inpher Inc., further consolidating its leading position in privacy computing. 🌰 For example, if you have ED and don't want to be known, how can Arcium implement AI diagnosis and treatment while protecting privacy? 1. Data encryption upload: Use an encryption client to split medical records into multiple encrypted shards for upload 2. AI reasoning in encrypted environments: Medical institutions deploy trained AI models to Arcium's MXE (multi-party execution environment) for diagnosis without decrypting the entire process 3. Result aggregation: Each node outputs encrypted local diagnostic conclusions and synthesizes the final diagnostic report 📌 Arcium provides four core advantages: privacy, trustless, arbitrary execution, and high performance. Through its innovative architecture and technology, Arcium is leading one of the world's most significant technological transformations, providing developers, applications, and various industries with a new encrypted computing framework that combines data value with absolute privacy. Follow @ ArciumHQ for more updates, including the upcoming launch of Public Testnet
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