1st Report Of December 2025
December 8, 2025


Mainnet Performance
• Validator nodes: 102
• Miner nodes: 1,003
• Wallets (net change): +39
Project Progress
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%.
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).
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%.
AI Agent (MVP)
Released a Morpheus-based AI Agent MVP for user testing — 98%.
Brainwave Distributed Database (NeuraMATRIX)
Launched NeuraMATRIX, the first ecosystem application; started user data collection and anonymized preprocessing — 58%.
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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