You've got to understand, proprietary models operate as the following:
- release: full precision, debrided, uncapped context
- shortly after, hooked: quantized, governance department slammed, and a pseudo large context, attention reduced to start and end of thread.
- down the road: 4bit quantized or worse with nerf incantation to make the next upcoming model feel amazing.
Rince and repeat.