# 1st Report Of May 2024

### Mainnet Performance

* Validator Nodes: 107
* Miner Nodes: 1251
* New Wallet: 37+

### Project Updates

#### A. Milestone 3: 

A.1. In the Upgrade Phase: 

A.1.1 Modular Contract Transformation—82% 

Completed the template management vector database, storing and managing various smart contract templates, and automatically selecting the appropriate contract template based on NLP analysis results; 

optimized the mapping system to improve the efficiency and accuracy of converting abstract natural language descriptions into concrete contract code;

A.1.2 Smart Contract Personalization—77% 

Completed the automatic compilation module, implementing the compilation of user-customized contract code into Ethereum Virtual Machine (EVM) bytecode;

 Introduced an automatic testing model, aimed at performing a compatibility test on contracts by AI before user testing and compilation, with the model improving its performance as more testing data is collected;

Added an input validation module to ensure that the user-provided data is legal and meets the requirements of smart contracts;

A.1.3 Support for Mainstream Contract Languages—80% 

Enhanced training corpus and model optimization, upgraded support for mainstream contract types such as ERC20, ERC721, and ERC1155. A.2. In the Processing Phase: A.2.1 Brainwave Data for Positive Feedback—16%

A.2.2 Brainwave Data Avatar Structures—9%

April Morpheus Release—72% 

Introduced online learning and incremental learning technology modules, allowing the model to improve over time. 

Used fine-tuning techniques to train the model on specific datasets that reflect particular personality traits.

#### B. Others