thanks. I suspect those tuning take place in order to maintain cost/experience level, that is, keeping a "good enough" product while cutting cost of inference.

I also suspect it is tuned for ultimate experience upon release to grade well on benchmarks and online reports, then tuned back to a level they can bear as they burn investors money.

the need is clear, I am just expecting transparency.