2nd Report Of February 2025
Mainnet Performance
- Validator Nodes: 107
- Miner Nodes: 1,207
- New Wallets: +23
Mainnet Performance
• Validator Nodes: 107
• Miner Nodes: 1,207
• New Wallets: +23
Project Updates
1. Large Model Initialization
Optimization of Morpheus as the Base Large Model for AI Agents: 37%
• Developed and integrated reinforcement learning modules, enabling Morpheus to optimize agent behavior through interactive learning.
• Introduced deep Q-learning and policy gradient algorithms to enhance decision-making capabilities in complex environments.
• Designed and implemented a self-adversarial training mechanism, allowing Morpheus to learn optimal strategies through virtual environment interactions.
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: 43%
• Updated the training data pipeline to ensure efficient data preprocessing and parallel training for the MOE model.
• Optimized algorithms to enhance gradient computation and updates in multi-expert settings.
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: 23%
• MATRIX AI provided pre-initialized Agent Tools, enabling users to assemble AI Agents using the platform.
• Extension of Compatible Baseline Models: 19%
• 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: 22%.
6. 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)
