1st Report Of April 2025

April 8, 2025

Optimization of Morpheus as the Base Large Model for AI Agents: 60%
- While integration testing with the Agent Model Center is ongoing, the tuning and optimization of the model itself have been completed.
- Current work is focused on ensuring Morpheus can efficiently process diverse task requests from the Agent Model Center.
Language Understanding, Reasoning, and Communication Abilities: 60%
Integration of DeepSeek V3's MOE Model Framework: 60%
- Fine-tuned key hyperparameters such as the number of experts and expert assignment strategies.
- Identified optimal configurations to maximize both training efficiency and model performance.
- Improved model convergence speed, shortening the training process.

Initial Version Deployment: 49%
- Released the first version of the Model Center with Agent Tools provided by MATRIX AI, enabling users to build custom agents from available components.
- Introduced inference service interfaces, allowing real-time calls to deployed AI Agents.
Extension of Compatible Baseline Models – Integration of DeepSeek V3: 45%
- Designed and implemented an intuitive user interface for streamlined model uploading, management, and training.
- Enhanced platform versatility to support custom model parameters and training configurations.

Testable MVP Version Based on Morpheus: 30%
- Current focus may shift away from releasing standalone agents, prioritizing complete functionality within the Agent Center.

Deployment of NeuraMATRIX’s First Ecosystem Application & Data Collection: 17%
- Continued collection and anonymization of user data.
- Upgraded MetaTron firmware to improve EEG signal recognition accuracy.