> 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-august-2025.md).

# 1st Report Of August 2025

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### Mainnet Statistics

Validator Nodes: 103

Miner Nodes: 1,042

Wallet Increase: +88

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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.

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#### *2. Distributed Privacy Computing*

**MANTA Extension for Agent Privacy Protection:** Not yet started.

**MANTA Optimization for DeepSeek V3 MOE Training:** Not yet started.

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#### *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.

Improved the first version of the Agent Model Center operation guide;

Optimized the operating efficiency of the Agent Model Center.

Benchmark Model Expansion: 85% complete. DeepSeek V3 added as a supported base model.

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#### *4. AI Agent MVP*

**AI Agent MVP:** 95% complete.

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#### *5. Distributed Neural Data Infrastructure*

**NeuraMATRIX Launch:** 36% complete. Began user data collection and anonymization through the first ecosystem application.

Provided Hypnus with a 16-channel basic algorithm.

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#### *6. Others*

Upgrade MetaTron to 16-channel

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