# 1st Report Of November 2025

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### Mainnet Performance

Validator nodes: 100

Miner nodes: 1,011

Wallets (net change): +62

### Project Progress

1. **Large Language Model Development**

Optimized Morpheus as the foundational large language model for AI Agents — 97% (remaining: integration and debugging with the Agent Model Center).

Provided language understanding, reasoning, and communication capabilities — 40%.

Introduced DeepSeek V3's Mixture-of-Experts (MoE) framework to improve base-model training efficiency — 96%.

2. **Distributed Privacy Computing Support**

Extended the MANTA compute system to support privacy-preserving training and inference required by Agents — 0% (on hold).

Adapted MANTA to support MoE-based training and inference for DeepSeek V3 — 0% (on hold).

3. **Agent Model Center (MVP)**

Deployed the first version of the Model Center, initialized with Agent Tools from MATRIX AI, enabling users to assemble custom Agents — 100%.

* Built a collaboration capability engine allowing Agents to dynamically assign roles, receive subtasks, and coordinate progress based on task requirements.
* Supported multi-agent collaboration strategy selection (including voting negotiation, task decomposition-recomposition, master-slave/peer-to-peer mode switching, etc.).

Expanded compatible baseline models for the Agent Model Center; introduced DeepSeek V3 as one of the supported benchmarks — 92%.

* Upgraded to DeepSeek V3.1 version.

4. **AI Agent (MVP)**

Released a Morpheus-based AI Agent MVP for user testing — 98%.

5. **Brainwave Distributed Database (NeuraMATRIX)**

Launched NeuraMATRIX, the first ecosystem application; started user data collection and anonymized preprocessing — 55%.

6. **Others**

Prepared for Intelligent Contract launch.

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