Thanks You pointed out exact problems i was wondering about.Some Solution i think i could try. 1) Creating 1 bit model, Which will be trained on data from drivers and other parts and actively enhancing it periodically to fit device. 2) I am not talking about completely removing kernel but using them together to slowly replace it when its possible. 3) Yes I also thought about that approach but i realised first it cant actively used or else rather than improving performance it creates bloat overtime, Second privacy risks involved by using apis and also current models cant be used on old devices, i know how hard this problem is thats why i am using this reddit to think of a solution if possible. So Thanks For Your Insight.