2nd Report Of January 2025

January 21, 2025

Mainnet Performance

• Validator Nodes: 107

• Miner Nodes: 1,235

• New Wallets: +49

Project Updates

1. Large Model Initialization

• Optimization of Morpheus as the Base Large Model for AI Agents: 17%

• • Analyzed the architecture and bottlenecks of Morpheus, identifying limitations in AI Agent development (e.g., response time, scalability, and parallel computing capabilities).

  • Introduced new modules and features to support reinforcement learning, task scheduling, and state management for AI Agents.

  • Adjusted the training framework to enable large-scale multitask learning and complex behavior decision modeling.

  • Created the first Demo Agent.

• Language Understanding, Reasoning, and Communication Abilities: 0%

• Enhanced Features: Introduction of foundational personality modules (logical, emotional, creative) for personalized agent development: 0%.

• Integration of DeepSeek V3's MOE Model Framework: 16%

• • Implemented the Experts Network and Routing Mechanism for the MOE model.

  • Built a foundational distributed training environment to ensure parallel training across different experts in the MOE model.

1. Support for Distributed Privacy Computing

• Expanding the MANTA computing framework to support privacy-preserving training and inference required by AI agents: 0%.

• Optimizing the MANTA computing framework for MOE model training and inference required by DeepSeek V3: 0%.

1. Agent Model Center (MVP)

• Initial Version Deployment: 11%

• • Designed unified API interfaces to enable users to easily upload, train, deploy, and manage AI Agents.

  • Developed security and permissions management features to ensure the safety of user models and data on the platform.

  • Integrated baseline models provided by MATRIX to ensure platform flexibility and scalability.

• Extension of Compatible Baseline Models: 9%

• • Integrated DeepSeek V3 as one of the baseline models in the Agent Model Center.

  • Designed unified API interfaces for seamless uploading and management of DeepSeek V3 and other baseline models.

  • Implemented features for DeepSeek V3, including data input, model training, model evaluation, and inference interfaces.

1. AI Agent MVP

• Providing a Morpheus-based AI Agent MVP for user testing: 0%.

1. Launch of Brainwave Distributed Database

• Deployment of NeuraMATRIX’s first ecosystem application, initiating data collection and anonymization processes: 12%.

1. Others