> 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-july-2025.md).

# 1st Report Of July 2025

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### Mainnet Statistics

* Validator Nodes: 103
* Miner Nodes: 1043
* Wallet Increase: +99

### &#x20;Project Progress Overview

#### 1. Large Language Model Development

* **Morpheus Optimization:** 91% complete. Core model tuning has been finalized. Current efforts focus on integration and debugging with the Agent Center.
* Integration of DeepSeek V3 MOE Framework: 87% complete. This upgrade significantly enhances training and inference 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. Initial Agent Tools provided by MATRIX AI allow users to construct their own agents.
* * Optimize stability of model center.
* **Benchmark Model Expansion:** 85% complete. DeepSeek V3 added as a supported base model.

#### 4. AI Agent MVP

* **AI Agent MVP:** 93% complete. Optimise MAC UI

#### 5. Distributed Neural Data Infrastructure

* **NeuraMATRIX Launch:** 23% complete. Assisted in the release of the initial version of the Hypnus application, including implementation of privacy standards for neural data.

#### 6. Others

* Design and validation for the next phase of development objectives

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