and systems to keep providing that additional compute to keep these trend lines going so that was kind of just a quick digression on likewise scale might be important and it really intimately plays into like where these language models came from and how they kind of had their success so here's a like kind of a cute example looking at kind of starting to get away from just learning these kind of feature representations that could then be reused by downstream tasks towards maybe we can learn the tests themselves without having to have