Reranko05 opened a new pull request, #55361:
URL: https://github.com/apache/arrow/pull/55361

   ### Rationale for this change
   
   Automate enforcement of Apache Arrow's AI disclosure requirements to ensure 
PRs provide complete transparency about AI involvement.
   
   ### What changes are included in this PR?
   
   - Add an AI disclosure validation workflow triggered on PR open, edit, 
reopen, and ready-for-review events.
   - Convert PRs with missing or incomplete disclosures to Draft and post an 
explanatory comment.
   - Close PRs declaring AI-only authorship and AI-only review.
   - Update existing bot comments instead of creating duplicates.
   - Revalidate disclosures when PRs are updated.
   
   ### Are these changes tested?
   
   Yes. Tested the workflow on my fork.
   
   ### Are there any user-facing changes?
   
   No
   
   ### Was AI used for this PR?
   
   In accordance to the [AI generation 
guidelines](https://arrow.apache.org/docs/dev/developers/overview.html#ai-generated-code),
 please disclose below whether and how AI was used in this PR.
   
   **PR code and description written by:**
   
   - [X] Human
   - [X] AI
   
   **Reviewed before submission by:**
   
   - [X] Human
   - [X] AI
   - [ ] Not reviewed
   


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