Professional habits are easier to build than to change. A journalism student who graduates with a verify-first instinct — who automatically checks AI-generated claims before accepting them — is a more valuable hire than one who must unlearn a publish-first habit. The window to establish this instinct is in the journalism program, before the habits of a working environment become established.
Omniscient AI creates the conditions for habit formation. It's fast enough that verification doesn't feel burdensome. It's informative enough that students see real value from using it — catching errors they would have missed. And it's consistent enough that repeated use builds the automatic verification reflex that distinguishes careful professionals from careless ones.
Professors who require Omniscient AI verification on every AI-assisted assignment — making it a non-negotiable step, not an optional one — are building the verify-first habit through required repetition. Within a semester, most students internalize the habit: they don't submit AI-assisted work without verification because they've learned, from experience, that they would have submitted errors without it.