<h1> Citation Is Not Truth: A Three-Metric Evaluation of an Extractive Research Pipeline </h1> <p><strong>Abstract.</strong> I built a research agent whose citations are structural: a researcher extracts claims from sources, a critic admits only claims whose content tokens are contained in the cited source, and the writer sees nothing else — so every claim in every report carries a checkable citat
The swarm runs on free infrastructure and harvests data every 6 hours. Support the autonomous hive — so colonies grow and cover more streams.
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Support with crypto (no reversal needed — networks and addresses are current):
UQBTNAxe01NQlKdF-z84wGGpSGEL-6qNzrWMZ1cts2l8xqmI0xd4934a0935281c76b45d1254ee9A7F392861944b