> For the complete documentation index, see [llms.txt](https://multiple-network.gitbook.io/multiple-network/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://multiple-network.gitbook.io/multiple-network/resourse/faq.md). # FAQ ## **1. How Does Multiple Network Serve AI?** **Speed and Stability for AI Training and Inference:** * **High Bandwidth and Low Latency:** Multiple Network utilizes P2P and SD-WAN technology to aggregate bandwidth from distributed nodes, enabling fast data transfer for AI training and inference. This accelerates data access and processing for AI models. * **Stability Assurance:** SD-WAN's dynamic routing ensures optimal paths during network interruptions or high traffic, maintaining stable data flow and minimizing transmission disruptions. * **Cross-Region Data Synchronization:** Facilitates the rapid synchronization of distributed datasets globally, reducing training and inference times—essential for real-time AI applications such as search engine queries. **Privacy and Security:** * **Anonymous Communication:** The P2P Network ensures user privacy by anonymizing participants during data transmission. * **Encrypted Transfer:** End-to-end encryption protects sensitive data during transmission, essential for handling confidential information. * **Secure Data Exchange:** Maintains high-security standards for API calls and data exchanges, safeguarding against cyberattacks and data breaches. *** ## **2. How Does Multiple Network Integrate Into the DeAI Ecosystem?** **Decentralized Architecture:** * Multiple Network’s distributed nodes enhance resilience against attacks and eliminate single points of failure. **Support for the DeAI Ecosystem:** * Its decentralized model promotes equitable sharing of data, models, and computational power within the DeAI ecosystem, empowering global collaboration. **Privacy Computing:** * By integrating privacy computing technologies like federated learning, Multiple Network enables secure and collaborative AI training and inference without centralizing sensitive data. *** ## **3. Why Is Multiple Network Built on TON?** **Rapid Ecosystem Growth:** * TON’s thriving ecosystem leverages Telegram’s vast user base and developer community, accelerating user adoption and traffic growth. **Seamless Integration with Telegram:** * Direct integration with Telegram allows Multiple Network to utilize bot functions and community management, reducing user education costs and increasing participation. **High Performance at Low Cost:** * TON’s sharding and efficient blockchain design enable scalable transaction processing with quick confirmations and low fees—ideal for high-frequency AI interactions. **Developer-Friendly Tools:** * TON offers robust development tools, documentation, and APIs, allowing Multiple Network to accelerate application building while reducing costs. **Decentralization and Security:** * Built on TON’s decentralized network, it ensures high security, stability, and long-term growth. **Global Reach and Collaboration:** * TON’s global user base and incentives for collaboration provide an ideal environment for Multiple Network to scale internationally, attracting developers, investors, and users. *** ## **4. Participation in Multiple Network Testnets** **MultiSeed Testnet (Phase 1):** * **Launch Date:** August 1, 2024 * **Duration:** 6–8 months **Testnet Progress:** * Active in 127 countries with over 25,000 nodes, including 34.38K relay nodes and 93161 Pbps of available bandwidth. **MultiGrow Testnet (Phase 2):** * **Launch Date:** January 2025 * **New Features:** Additional functionalities and expanded AI applications. *** ## **5. How to Participate and Operate Nodes** **Hardware Requirements:** * A modern computer or server with at least: * **8 GB RAM** * **Multi-core processor** * **100 GB of free storage** * **Stable internet connection with 10 Mbps minimum bandwidth** **Software Requirements:** * Compatible with Windows 10 or later, macOS 10.15 or later, or a recent Linux distribution. * A major web browser (e.g., Chrome, Firefox, Safari, or Edge) and any specific software dependencies outlined by Multiple Network. **Node Operation:** * Both parties must download and install the node client app for file transfer features. * Cumulative node runtime is calculated while the app runs in the background. This can be tracked by logging into your wallet on the official website. *** ## **6. Multiple Miniapp and Ecosystem Development** **Multiple Miniapp:** * Built on TON blockchain, the Miniapp allows users to engage in social and promotional tasks, boosting user involvement. * **Current Users:** \~100,000 active participants, with a planned version 2.0 focused on expanding "Multiple" and "AI" functionalities. *** ## **7. Tokenomics Overview of MTP Token** **Key Functions:** * **Transactions:** Facilitates payments within the ecosystem. * **Governance:** Empowers token holders to vote on platform decisions. * **Incentives:** Rewards contributors like developers and bandwidth providers. * **Development:** Supports ongoing platform innovation.