flyingImer commented on code in PR #3948:
URL: https://github.com/apache/polaris/pull/3948#discussion_r2956858781


##########
CONTRIBUTING.md:
##########
@@ -119,6 +119,16 @@ Tips:
 * Keep in mind that the Git commit subject and message is going to be read by 
other people, potentially even after years. The Git commit subject and message 
will appear "as is" in release notes.
 * Make sure the subject and message are properly formatted and contains a 
concise description of the changes in way that someone who has no prior 
knowledge can understand the rationale of the change and the change itself. 
Remove information that's of no use for someone reading the Git commit log, for 
example single intermediate commit messages like `formatting` or `fix test`.
 
+#### Guidelines for AI-assisted Contributions
+
+Contributors may use a variety of tools when preparing changes to Polaris, 
including AI systems (e.g., large language models or code assistants). 
Contributors using such systems are expected to adhere to the following 
principles:
+
+* Regardless of how a change is produced, the individual submitting the pull 
request is considered the author of the contribution and is fully responsible 
for it.
+* The pull request author **must understand the implementation end-to-end** 
and be able to **explain and justify the design and code** during review.
+* Tools, including AI systems, **are not** considered contributors. 
**Responsibility and authorship remain with the human** submitting the change.
+* Contributors are encouraged to **disclose** significant AI assistance in the 
pull request description for transparency.

Review Comment:
   @dimas-b @jbonofre I agree the header/copyright question is important! My 
concern is that this feels bigger than a Polaris-local CONTRIBUTING.md rule.
   
   My bias is that Polaris should not try to define project-specific 
copyright/header treatment for AI-generated code ahead of clearer ASF-level 
guidance or discussion there.
   
   For this PR, I’d prefer to keep the scope narrow: the submitting human 
remains accountable, contributors must understand and stand behind the change, 
and submissions should follow the ASF generative tooling guidance.
   
   If we still feel project-specific header/provenance rules are needed after 
that, I think that should be handled as a separate follow-up discussion.
   
   I'm inclined to merge as is and bring the discussion to ASF level. WDYT?



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