2nd Report Of October 2025

October 21, 2025

Mainnet Performance

  • Validator nodes: 101

  • Miner nodes: 1,008

  • 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%.

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

  • Integrated collaboration metrics as training feedback to optimize inter-agent cooperation.

  • Expanded compatible baseline models for the Agent Model Center; introduced DeepSeek V3 as one of the supported benchmarks — 90%.

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 — 50%.

6. Others

  • Optimized multi-layer semantic embedding algorithms to maintain logical consistency across multi-turn dialogues.

  • Refined the Intelligent Contract quantitative database schema to support structured off-chain asset storage and vectorized retrieval.

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