You wouldn't need AI for this; deterministic programming would be enough (and scads cheaper).

I have a Sage toaster (Brevile in some markets) which does exactly this, even has a progress bar that counts down when your toast will popup.

my toasters have all been the opposite, once you warm it up with the first batch, the next batch actually gets more toasted than the first one, even with the same setting.

even a kalman filter would be overkill for this. Just buy a toaster that isn't terrible, the calibre of hardware needed for this costs $0.02 for a pack of 10 - thats the level of cheapness needed to make a toaster that bad.

Boring cheap old school toasters can make as many toasts as you want. You dont cool them before making toasts, you warm them up and then do toasts.

Umm my toaster doesn’t have this problem and it’s not AI …

why does this happen to you?