What this research found

AI Explains Math - What Gets Lost

Archived study

Studies which conditions survive plain-English explanations of ten mathematical statements. The record progresses from source passages and frozen checklists to an exploratory comparison of collected explanations.

Interpretation and limits

Checklist judgments distinguish omitted wording from demonstrated mathematical scope errors. Collection overlap, rules written after pilot responses, interpretation uncertainty, and lack of expert review limit generalization.

Package and provenance

The original .science export and matching poster are preserved byte-for-byte from the upstream case. The package contains the conversation, session metadata, and the resources inventoried in its internal manifest. This introduction summarizes the archived record; the research, external sources, and model evaluations were not rerun for this import.

How this research was produced

AIPOCH planned and ran this investigation end to end — searching the literature, producing the figures, and drafting the report. The full session transcript is available to inspect.

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