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Can AI Find Five Hidden Planet-Like Signals

Can AI Find Five Hidden Planet-Like Signals

What this research found

Can AI Find Five Hidden Planet-Like Signals

Archived study

Places synthetic transit-like dips in five of 100 public stellar light curves and records reader decisions before revealing the answer key. The package compares judgments from compact numerical summaries with a periodic box-search baseline.

Interpretation and limits

The injected dips are not new planets, and flags on unchanged curves are not confirmed false discoveries. The reader saw search-derived summaries rather than independently analyzing raw flux.

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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