High fit

Update is about installing new ways of thinking even when the current version feels stable and comfortable. Regina Barzilai ran on a researcher's assumption for most of her career: that understanding your tools is part of the job. Her diagnosis forced a hard update — she installed a new rule, that saving lives outranks explainability, and she built an entire research program around it. The update wasn't comfortable. It was necessary.