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Can a Layout Change Make AI Miss Parts of Your Resume

Can a Layout Change Make AI Miss Parts of Your Resume

What this research found

Can a Layout Change Make AI Miss Parts of Your Resume

Archived study

Extracts a resume into structured fields under two layouts and compares the resulting profiles. The archived comparison reports whether values, omissions, or meaning changed.

Interpretation and limits

The result covers the supplied resume and layouts only. Identical extractions, including the same typo corrections, do not establish robustness across arbitrary resumes.

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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