I did update the firmware because it wouldn't connect to my WiFi.
When I checked, the toner I swapped in was from 2019, and the chip had a battery soldered on, so maybe the battery was dead?
But I am also expecting a level of enshitification as their firmware was bricking machines using third party ink.
I was curious about the ecotank machines for the cheap ink, I will do more research.