2nd Report Of November 2025

November 2, 2025

Mainnet Performance

Validator nodes: 104

Miner nodes: 1,026

Wallets (net change): +77

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).

• 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%.

1. Introduced a "role modeling mechanism" supporting the creation of Agents with specific capabilities or identities (such as strategist, executor, analyst, coordinator, etc.).

2. Added a reinforcement learning simulation environment to construct multi-agent scenarios.

• Expanded compatible baseline models for the Agent Model Center; introduced DeepSeek V3 as one of the supported benchmarks — 93%.

1. Optimized vector data compatibility between DeepSeek and Morpheus.

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 — 57%.

6. Others

• Extended MetaTron's algorithmic data compatibility to enable co-dimensional modeling with other biological data.

• Contacted over 30 potential partner institutions for intelligent contract collaboration.