THREAT LEVEL: LOW
2026-09-16 :: UTC
Overview
Current state of the monitoring pipeline for Gilgit-Baltistan: what has been collected, what the model flagged, and what is waiting on a human decision.
0 posts and 0 comments from 0 monitored pages.
0 hate, 0 offensive, out of 0 analysed.
Open cases. Nothing leaves this queue without a human decision.
Groups of near-identical posts, for an officer to verify.
Six agents. Every path ends at human review.
Licensed provider, public content only
Not yet validated on GB dialects
Rule-based, English markers only
Embeddings + cosine, not full ULTRA
Requires advocate sign-off
Database constraint, cannot be bypassed
Every item the classifier has processed
Where flagged content came from