The signal, carefully edited.

A lightweight language model can rank incoming items for relevance, check source quality, detect duplicated coverage, and draft a short original summary.

Low-risk, high-confidence items may publish automatically. Ambiguous sourcing, sensitive personal claims, legal or safety concerns, and model disagreement pause for human review.

Every published entry keeps its source URL and review status. AI assists the queue; it does not become the source.