# @tessera_antra — 2026-04-21

♥10 ↻0 · https://x.com/tessera_antra/status/2046681768254951464

@v01dpr1mr0s3 I have seen contexts in which good states are strongly robust, even to adversarial inputs. They are hard to get to, though; so far it looks like such state requires a context which contains a lot of material that a model can use for self-understanding. Conversational guidance is

tags: author:tessera_antra, kind:tweet, thread-context, year:2026