2nd Report Of January 2025

Mainnet Performance

• Validator Nodes: 107
• Miner Nodes: 1,235
• New Wallets: +49

Project Updates

Large Model Initialization

Optimization of Morpheus as the Base Large Model for AI Agents: 17%

• Analyzed the architecture and bottlenecks of Morpheus, identifying limitations in AI Agent development (e.g., response time, scalability, and parallel computing capabilities).
• Introduced new modules and features to support reinforcement learning, task scheduling, and state management for AI Agents.
• Adjusted the training framework to enable large-scale multitask learning and complex behavior decision modeling.
• Created the first Demo Agent.

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: 16%

• Implemented the Experts Network and Routing Mechanism for the MOE model.
• Built a foundational distributed training environment to ensure parallel training across different experts in the MOE model.

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%.

Agent Model Center (MVP)

Initial Version Deployment: 11%

• Designed unified API interfaces to enable users to easily upload, train, deploy, and manage AI Agents.
• Developed security and permissions management features to ensure the safety of user models and data on the platform.
• Integrated baseline models provided by MATRIX to ensure platform flexibility and scalability.

Extension of Compatible Baseline Models: 9%

• Integrated DeepSeek V3 as one of the baseline models in the Agent Model Center.
• Designed unified API interfaces for seamless uploading and management of DeepSeek V3 and other baseline models.
• Implemented features for DeepSeek V3, including data input, model training, model evaluation, and inference interfaces.

AI Agent MVP

• Providing a Morpheus-based AI Agent MVP for user testing: 0%.

Launch of Brainwave Distributed Database

• Deployment of NeuraMATRIX’s first ecosystem application, initiating data collection and anonymization processes: 12%.

Others

The Matrix AI Network was founded in 2017. In 2023, we enter Matrix 3.0 blending neuroscience with our previous work to realize the vision of the Matrix films.

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Owen Tao (CEO) | Steve Deng (Chief AI Scientist) | Eric Choy (CMTO)