I'm not sure I'll do it justice, but one of the general ideas behind open-model initiatives is that the economic impacts of specialized post-training are a fait accompli. OpenAI and Anthropic have spent $many-millions procuring closed posttraining data.

The relevant question here is whether you want open-weight models — projects like Open Athena — to remain or become competitive in the same range of specialties.