# 2nd Report Of  September 2024

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### Mainnet Performance

• Validator Nodes: 108

• Miner Nodes: 1,257

• New Wallets: +81

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### Project Updates

#### A. Milestone 4:

#### **A.1. In the Upgrade Phase:**

• A.1.1. Automatic conversion from standard language to code — 44% completed

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Continued expanding natural language input samples related to programming, covering more programming languages and various user expressions to enhance the model’s generalization capability and support for multiple languages.

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Performance evaluation of the intent classification model is being conducted using test data, identifying model weaknesses and optimizing model performance by adjusting hyperparameters or data preprocessing strategies.

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• A.1.2. Code module combination and security architecture — 56% completed

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Security validation mechanisms have been added to the input and output interfaces of each module to prevent malicious data or invalid input/output from disrupting normal system operations, ensuring secure and reliable communication between interfaces.&#x20;

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Communication efficiency between modules is being optimized to reduce latency during interface calls, improving the overall system’s performance and response speed.

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#### A.2. Neura MATRIX Open Platform:

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• A.2.1. Open Development Platform — 92% completed

The SDK version has been updated, optimizing data reading and storage functionalities.

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MetaTron’s system version has been updated, enhancing data collection performance and stability.

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Load and stress testing of the platform is ongoing to assess system performance under high concurrency, ensuring that MetaTron and its corresponding SDK can handle the demands of simultaneous user access and data processing.

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• A.2.2. Ecosystem Development — 41% completed

Collaborating with the first commercial application for the development of data filtering and preprocessing models.

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April Morpheus Version — 95% completed

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#### B. Others:

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• A naming contest for a core hardware has been launched and completed. Metatron is chosen as the name.&#x20;

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