well not token usage, but revenue. their costs for this work would have been astronomical in their own service tier because i bet the context was way larger than anything they even offer.

tweaking context size is the main, or only, "strategy" they have for cost/revenue. and is the reason new trained versions continue to generate hype: you need data in training because you cannot have it in context