Why Do People Live Here?
Automated X pipeline that researches obscure remote settlements and posts a daily explainer.
Each post is grounded in source-verified facts, passed through two yes/no editorial gates, and rotated across regions and settlement categories to keep the feed varied.
- Candidate selection from Wikipedia categories and hand-picked lists, with a cheap structural filter before any LLM call.
- Research: the full article plus concurrent web searches become a brief where every claim is tagged with its sources.
- Assessment: an editor step asks whether the answer has an independent source and whether there is a real story.
- Generation with a code-level length check and a separate fact check; failing drafts are sent back up to twice.
- Publishing to X with a map card and a source reply.