14 Aug 2026 · The CivitasOPS team
The worst kind of wrong
An answer with one thing missing looks exactly like a complete one. That is the failure we spend most of our care on.
Blog
Surveying, the documents it runs on, and what we have learned building an AI that has to show its working — including the readings it got wrong, what the flag looked like, and what we changed. What we think, not how it is built.
An answer with one thing missing looks exactly like a complete one. That is the failure we spend most of our care on.