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#### Reference issues and PRs
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#### What does this implement/fix? Explain your changes.


#### AI usage disclosure
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I used AI assistance for:
- [ ] Code generation (e.g., when writing an implementation or fixing a bug)
- [ ] Test/benchmark generation
- [ ] Documentation (including examples)
- [ ] Research and understanding


#### Any other comments?

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@JC5