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1. Commits on Oct 23, 2026

   • Use a dagger for the affiliation note and ready both papers for arXiv

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2. Commits on Oct 21, 2026

   • Mark equal contribution and free the BCG affiliation note.

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3. Commits on Oct 8, 2026

   • Update Ark Dutt contact email

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4. Commits on Oct 6, 2026

   • Shorten the affiliation footnote to one line

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   • Note Ark Dutt's affiliation timing on both papers

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5. Commits on Sep 30, 2026

   • De-anonymize the Interpretability as a Science paper

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6. Commits on Sep 1, 2026

   • Replace the Interp case-outcome table with a three-panel evidence figure.

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   • Reword the abstract code links so the URL sits on its own line.

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   • Put each paper's anonymous snapshot URL in the abstract.

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   • Point both workshop checklists at single-paper anonymous.4open.science snapshots.

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   • Add impacts, licenses, and new-asset text so checklist 10, 12, and 13 are Yes

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   • Mark NeurIPS checklist item 6 as Yes

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   • Mark NeurIPS checklist items 4 and 5 as Yes

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   • Put manuscripts under paper/ and fold the dataset into data/

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