Yeah. My HP toner cartridge has been "empty" for about a year and is still printing fine! It has done more pages since it was empty than before it was empty.
PS
Blame/thank Canon. It's their mechanism and cartridge in the HP printers. Also some utilize Samsung print engines for A3 paper.
PPS
It's a testament to ink vs toner that it can remain functional after 10 years.
When we get a Toner Low message it'll then do about 500 pages before it reports Toner Out, after that print will rapidly fade. We can probably scrape 1-200 pages on Toner Out, but it's not good enough quality to send out.
Basically their Low and Out warnings seem pretty accurate in my experience.