> 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-july-2025.md).

# 2nd Report Of July 2025

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### Mainnet Statistics

Validator Nodes: 103\
Miner Nodes: 1,044\
Wallet Increase: +311

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### Project Progress Overview

#### 1. Large Language Model Development

**Morpheus Optimization:** 93% complete. Only final debugging and integration with the Agent Center remain.\
**Integration of DeepSeek V3 MOE Framework:** 90% complete. This upgrade improves training efficiency of the base model.

#### 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. Initial Agent Tools provided by MATRIX AI allow users to construct their own agents.\
**Benchmark Model Expansion:** 85% complete. DeepSeek V3 added as a supported base model.

#### 4. AI Agent MVP

**AI Agent MVP:** 95% complete. MAC output logic optimized to improve accuracy and efficiency.

#### 5. Distributed Neural Data Infrastructure

**NeuraMATRIX Launch:** 29% complete. Began user data collection and anonymization through the first ecosystem application. Assisted Hypnus in developing bioelectric AI algorithms.

#### 6. Others

**Framework Design for RWA Integration:** Completed design and validation of MATRIX’s support framework for the RWA sector.

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