Hi Community,

I would like to start a discussion on the use of AI-assisted tools for code 
generation within the project development workflow.
With the increasing adoption of AI-based development tools (for example, code 
assistants and IDE integrations), it would be helpful to understand the 
community's position on:

  *   Whether the use of AI-assisted code generation is acceptable for 
contributions to the project.
  *   Any expectations around review, validation, or attribution of 
AI-generated code.
  *   Recommended guidelines or best practices contributors should follow when 
using such tools.
  *   Any licensing, security, or provenance considerations the community would 
like contributors to be aware of.

The intention is to ensure that any use of AI tools aligns with Apache 
community standards, code quality expectations, and project governance 
practices.
Looking forward to the community's feedback and guidance on this topic.

Thanks & Regards,
Aldan

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