Searching public data for what aging research missed

A campaign is a large, bounded search. Many short-lived workers screen public biological datasets, and every signal must then survive replication, statistics, a literature check, a search for contradicting evidence, cross-species checks, independent critics and a tournament against the “it’s just an artifact” explanation.

Most candidates are rejected, and the reasons are shown. Survivors are computational predictions that deserve a real experiment, never discoveries. Each one is published only after human review.