1st Report Of December 2025

December 8, 2025

Mainnet Performance

• Validator nodes: 102

• Miner nodes: 1,003

• Wallets (net change): +39

Project Progress

  1. Large Language Model Development

  • Optimized Morpheus as the foundational large language model for AI Agents — 98% (Integration and debugging with the Agent Model Center remains).

  • Introduced DeepSeek V3's Mixture-of-Experts (MoE) framework to improve base-model training efficiency — 97%.

  1. 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).

  1. 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%.

Supported fine-tuning mechanisms for "collaborative behavior models," enabling Agents to develop more efficient and stable cooperative behaviors.

Built a "Semantic Perturbation Map" to intelligently schedule Agent resources based on task tension and contextual semantic mapping.

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

  1. AI Agent (MVP)

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

  1. Brainwave Distributed Database (NeuraMATRIX)

  • Launched NeuraMATRIX, the first ecosystem application; started user data collection and anonymized preprocessing — 58%.

  1. Others

  • Publsihed Biodata Blockchain and will keep publishing

  • Built a vector database for multi-dimensional biological data, along with mapping algorithms between different dimensions.

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