i started doing exactly this (models editing its own context) as a natural extension of samplers in Nov'25 but couldn't afford going all in full time.
usually i am excited when somebody does what i didn't finish but not today 💔 there is still stuff they didn't went into like multipass/viterbi-like sampling still, still

this is kinda similar in terms of empowering the models to giving them access to edit their own harness but more powerful

https://fixupx.com/arankomatsuzaki/status/2105181276714242518?s=46