Matrix AI Network

<h3 id="mainnet-performance">Mainnet Performance</h3>• Validator Nodes: 107• Miner Nodes: 1,211• New Wallets: &#43;47<img src="https://academy-public.coinmarketcap.com/srd-optimized-uploads/d85deb32bae242c387fc793daf4bad2f.png" /><h3 id="project-updates">Project Updates</h3>1. Large Model Initialization• Optimization of Morpheus as the Base Large Model for AI Agents: 19%• Adjusted the data preprocessing pipeline to ensure efficient adaptation to Morpheus while meeting multitask learning requirements.• Introduced reinforcement learning and adversarial training datasets to enhance model performance in complex environments.• Developed new data annotation and cleaning mechanisms to improve data quality and processing efficiency.• Language Understanding, Reasoning, and Communication Abilities: 0%• Enhanced Features: Introduction of foundational personality modules (logical, emotional, creative) for personalized agent development: 0%.• Integration of DeepSeek V3’s MOE Model Framework: 23%• Adjusted the number of experts and selection strategies to balance model expressiveness and computational efficiency.• Refined expert-switching mechanisms to ensure efficient cross-expert training.2. Support for Distributed Privacy Computing• Expanding the MANTA computing framework to support privacy-preserving training and inference required by AI agents: 0%.• Optimizing the MANTA computing framework for MOE model training and inference required by DeepSeek V3: 0%.3. Agent Model Center (MVP)• Initial Version Deployment: 13%• Integrated baseline models provided by MATRIX (e.g., classification, regression, reinforcement learning) and ensured compatibility with the platform.• Designed an AI Agent development framework, enabling users to create and train custom AI Agents based on baseline models.• Extension of Compatible Baseline Models: 9%• Integrated DeepSeek V3 as one of the baseline models in the Agent Model Center.4. AI Agent MVP• Providing a Morpheus-based AI Agent MVP for user testing: 0%.5. Launch of Brainwave Distributed Database• Deployment of NeuraMATRIX’s first ecosystem application, initiating data collection and anonymization processes: 12%.6. Others

1st Report Of February 2025

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Matrix AI Network

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