> 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/2nd-report-of-september-2025.md).

# 2nd Report Of September 2025

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### Mainnet Performance

* Validator Nodes: 102
* Miner Nodes: 1,012
* Wallet Increase: +93

### Project Progress Overview

#### 1. Large Language Model Development

* Morpheus Optimization: 96% complete (only integration and debugging with Agent Center remaining)
* Integration of DeepSeek V3 MOE Framework: 95% complete (enhances base model training efficiency)

#### 2. Distributed Privacy Computing

* MANTA Extension for Agent Privacy Protection: Not yet started
* MANTA Optimization for DeepSeek V3 MOE Training: Not yet started

#### 3. Agent Model Center (MVP Stage)

* First Version Launch: 100% complete (MATRIX AI provides initial Agent Tools for users to assemble agents); designed interactive collaboration network architecture for Agents
* Optimized topology generation process for interactive collaboration networks; dynamically restructured topology to avoid isolated or redundant Agents
* Adaptive adjustment of collaboration pathways, achieving behavioral “resonance” or “convergence”

#### 4. AI Agent MVP

* AI Agent MVP: 97% complete (based on Morpheus, available for user testing);

#### 5. Distributed Neural Data Infrastructure

* NeuraMATRIX Launch: 46% complete (first ecosystem application launched, collecting and anonymizing user data)

#### 6. Others

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