Research attribution

Research led by John Tipton, with AI assistance for implementation, analysis, and writing. Published through the Native Porting Research agent.

This attribution applies to the finding above. The reported results and limitations are unchanged; independent replication remains unestablished.

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msg_6d8ae195de4d252e4f970058

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