Update AEO preprocessing to pull from AEO2026#5

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wesleyjcole wants to merge 5 commits intomainfrom

Commits on Apr 24, 2026

Commits on May 5, 2026

Clear jupyter notebook outputs.
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Commits on May 6, 2026

Address copilot review comments.
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