2010YOUY01 commented on code in PR #24510:
URL: https://github.com/apache/datafusion/pull/24510#discussion_r4170996663


##########
docs/source/contributor-guide/index.md:
##########
@@ -129,6 +134,87 @@ Please ensure your PR follows the [testing 
guide](testing.md). In particular:
   [Choosing What Kind of Test to 
Write](testing.md#choosing-what-kind-of-test-to-write).
 - Run any relevant commands from the [testing quick 
start](testing.md#testing-quick-start).
 
+## AI-Assisted contributions
+
+DataFusion has the following policy for AI-assisted PRs:
+
+- We welcome AI-assisted PRs from anyone. We do not welcome unreviewed "AI 
dumps" (defined below).
+- The PR author should have personally read the entire PR they submit, and 
**understand the core ideas** behind the implementation **end-to-end**. Authors 
should be ready to justify and help reviewers understand the design and code 
during review.

Review Comment:
   I feel “understand the core idea” is a bit vague now, and we could make the 
expectation more concrete. I also think setting a higher bar for PRs makes it 
easier to make progress during review.
   
   Perhaps
   ```
   “Understand the PR” means more than being able to follow the diff. It means:
   
   - Could reproduce the implementation without relying on AI.
   - Understand how the change fits into the surrounding architecture.
   - Can judge whether the design adds only necessary complexity and is 
maintainable long term.
   ```



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