> For the complete documentation index, see [llms.txt](https://docs.matrix.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.matrix.io/bi-weekly-reports/1st-report-of-january-2025.md).
# 1st Report Of January 2025
### Mainnet Performance
* Validator Nodes: 107
* Miner Nodes: 1,237
* New Wallets: +77
### Project Updates
1. **Large Model Initialization**
* **Optimization of Morpheus as the Base Large Model for AI Agents:** 12%
* * Expanding Morpheus's core capabilities, including multitask learning, agent behavior modeling, and reinforcement learning.
* **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 Mixture of Experts (MOE) Framework:** 7%
* * Designing the integration of MOE models within Morpheus, including strategy for model partitioning, expert selection mechanisms, and allocation algorithms during training.
* Determining hardware requirements and evaluating potential efficiency gains in 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: 6%**
* * Launching the first version of the Model Center with pre-initialized Agent Tools provided by MATRIX AI, enabling users to assemble agents using these tools.
* Defining functional requirements and architectural designs for Agent Model Center, covering model management, training, deployment, and monitoring.
* Designing a flexible platform architecture to support foundational baseline models and AI Agent development.
* **Extension of Compatible Baseline Models: 6%**
* * Integrating DeepSeek V3 as one of the baseline models in the Agent Model Center.
* Analyzing the architecture of DeepSeek V3 to assess compatibility with the existing framework.
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%.
* * Optimizing SDK data management permissions to ensure Hypnus complies with App Store privacy requirements.
6. **Others**
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