# Newsroom

> Practical advice for staying secure as the threat landscape shifts.

- [The Knowledge Base Beneath the Newsroom](https://threat-intelligence.anth.us/inside-the-newsroom/the-knowledge-base-beneath-the-newsroom/index.md): A useful AI newsroom needs memory: curated sources, extracted entities, and graph structure that improves with every cycle. (2026-07-04)
- [How Our Newsroom Learns](https://threat-intelligence.anth.us/inside-the-newsroom/how-our-newsroom-learns/index.md): Attackers no longer get tired. Defenders need the same persistence in how they learn — expert judgment steering, AI doing the patient watching. (2026-07-04)
- [From Signals to Practical Advice](https://threat-intelligence.anth.us/inside-the-newsroom/from-signals-to-practical-advice/index.md): Research, reporting, drafting, and review are different jobs with different constraints. The handoffs are what keep evidence and uncertainty intact. (2026-07-04)