> For the complete documentation index, see [llms.txt](https://docs.matrix.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.matrix.io/bi-weekly-reports/1st-report-of-august-2024.md).

# 1st Report Of  August 2024

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### Mainnet Performance&#x20;

&#x20;      •     Validator Nodes: 110

&#x20;      •     Miner Nodes: 1,294

&#x20;      •     New Wallet: +79

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### Project Updates

#### Milestone 4

**A.1. Upgrade Phase:**

&#x20;      •     A.1.1. Automatic Conversion from Standard Language to Code – 22%

&#x20;      •     Optimized the intent classification model to identify programming intentions from natural language input, such as creating variables, defining functions, and implementing loops.

&#x20;      •     Enhanced the template mapping relationship between standard language and code, converting natural language into corresponding code templates based on identified intentions.

&#x20;      •     A.1.2. Module Combination and Security Structure of Code – 28%

&#x20;      •     Developed AI-based dependency freezing technology for use in production environments, ensuring that all dependency package versions remain fixed to avoid issues arising from version changes.

&#x20;      •     Supported digital signature verification for dependency packages to ensure the trustworthiness of package sources.

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**A.2. Processing Phase:**

&#x20;      •     A.2.1. Avatar Intelligence Version One Demo

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**A.3. Neura MATRIX Open Platform:**

&#x20;      •     A.3.1. Open Development Platform – 22%

&#x20;      •     Designed a distributed database for storing and processing large-scale brainwave data.

&#x20;      •     Developed an SDK for data collection compatible with Neura Matrix chips.

&#x20;      •     A.3.2. Ecosystem Development – 17%

&#x20;      •     Completed part of the data analysis models and functions required for the first commercial application.

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