> For the complete documentation index, see [llms.txt](https://codeniuss-organization.gitbook.io/codenius/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://codeniuss-organization.gitbook.io/codenius/core-functions/machine-learning-iteration.md).

# Machine Learning Iteration

Codenius's AI system delves beyond mere syntax analysis, striving to grasp the broader context of code snippets. It takes into account dependencies, frameworks, and libraries used in the analyzed code, ensuring compatibility with developers' deployment environments. The AI system undergoes continuous training, analyzing new code and incorporating latest programming practices. This iterative learning keeps Codenius up-to-date, offering developers accurate and relevant code generation.