> 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-october-2025.md).

# 1st Report Of October 2025

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### Mainnet Performance

* Validator Nodes: 101
* Miner Nodes: 1,008
* Wallet Increase: +77

### Project Progress Overview

#### 1. Large Language Model Development

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

#### 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 enabling users to assemble Agents)
* Designed communication protocols between Agents, defining message formats, context transmission rules, and identity recognition methods
* Implemented peer-to-peer (P2P) communication mechanism supporting request-response, broadcast, and subscription modes
* Optimized the “Agent Task Flow Graph” model, providing structural support for task dependencies and collaborative scheduling among Agents
* Developed asynchronous communication modules to enable multi-turn dialogue, task decomposition, and result aggregation
* **Benchmark Model Expansion:** 88% complete (DeepSeek V3 introduced as one of the baseline models; compatibility with DeepSeek V3.2 optimized)

#### 4. AI Agent MVP

* **AI Agent MVP:** 98% complete (Morpheus-based version available for user testing); optimized MAC Research Team Agent configuration and topology

#### 5. Distributed Neural Data Infrastructure

* **NeuraMATRIX Launch:** 49% complete (first ecosystem application launched, collecting and anonymizing user data)

#### 6. Others

* Optimized interaction processes of Intelligent Contracts
* Added vector database support for Intelligent Contracts in RWA applications

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