# 2nd Report Of May 2024

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### Mainnet Performance

* Validator Nodes: 107
* Miner Nodes: 1,243
* New Wallets: 302+

### Project Updates

A1. Milestone 3: Upgrade Phase:

A.1.1 Modular Contract Transformation — 89%&#x20;

* Enhance the contract code generation module to ensure that generated codes align with the best practices of Solidity.
* Introduce code quality checks and optimization tools to improve the readability and performance of generated code.
* Optimize the semantic understanding system to better grasp specific domain terminologies and expressions, enhancing the accuracy of generated contract codes. Utilize contextual information to improve the depth and breadth of semantic comprehension.

A.1.2 Smart Contract Personalization — 84%

* Implement stricter data validation rules and policies to ensure the legality and security of user-input data formats and contents.
* Enhance data cleaning and preprocessing functions to automatically correct and format user-input data.

A.1.3 Support for Mainstream Contract Languages — 81%

* Research and incorporate additional corpora data for common smart contract standards such as ERC777, ERC1400, ERC998, etc.

A.2. In the Processing Phase:

A.2.1 Brainwave Data for Positive Feedback — 16%

A.2.2 Brainwave Data Avatar Structures — 14%

* Establish adaptive model update mechanisms that dynamically adjust and optimize user models over time.
* April's Morpheus Version — 77%
* Integrate more personality trait datasets covering various ages, genders, and cultural backgrounds to enhance the personalization of chatbots.
* Combine multi-turn dialogue contexts to ensure coherence and consistency in conversations.

B. Others

{% embed url="<https://matrixainetwork.medium.com/2nd-report-of-may-2024-2d4fd9582cc4>" %}

{% embed url="<https://x.com/MatrixAINetwork/status/1792860584360255747>" %}

{% embed url="<https://coinmarketcap.com/community/post/336523678>" %}

{% embed url="<https://coinmarketcap.com/community/articles/664c7598cd226511a10bea79/>" %}


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