Talk Around Town: Colleges Are Slapping AI Minors on Diplomas Like Bumper Stickers on a Pickup

What Folks Are Hollering About

Well, butter my biscuit and call me a dean, because it seems like every college with a flagpole and a Wi-Fi password is announcing a shiny new AI minor these days, and the chatter is getting louder than a tractor pull at the county fair.

Manhattan University says it is launching a new minor in Artificial Intelligence beginning Fall 2026, according to the university's own homepage announcement, building on what it describes as existing offerings in computer science, business analytics, and computer engineering.

That announcement is part of a broader wave that has been rolling across American higher education faster than a July thunderstorm across a cotton field, with institutions ranging from small schools to Big Ten research universities all staking their claim in AI credentials.

What We Actually Know for Certain

Penn State News, an institutional outlet, reported that Penn State launched a new Bachelor of Science in AI engineering — which Penn State describes as among the first of its kind nationally — along with an accompanying AI minor, beginning Fall 2025.

The University of Michigan's CSE division announced it is offering a new AI minor beginning Winter 2026, independently corroborated by The Michigan Daily, a student newspaper that operates separately from university public relations; the U-M Information School had already launched its own human-centered AI minor in Fall 2025.

Cornell University's Bowers College of Computing and Information Science launched an AI minor beginning Fall 2024, covering areas the college describes as machine learning, automated reasoning, natural language processing, computer vision, and robotics, according to the college's own communications office.

Michigan Tech says it is launching both a Bachelor of Science in Artificial Intelligence and an AI minor in Fall 2026, New York Tech says it launched an AI minor in Spring 2025, and Texas A&M's Mays Business School announced what it calls an 'AI and Business' minor launching Fall 2025, open to juniors and seniors across all majors, according to each institution's own announcements.

What Nobody Has Pinned Down Yet

Manhattan University's announcement comes straight from the university's own homepage, and no independent reporter has yet kicked the tires on enrollment numbers, course syllabi, or whether the curriculum is genuinely new or just a bundle of existing classes wearing a fancy new hat.

More broadly, while the trend itself has been reported — Top Tier Admissions, a specialist admissions-advisory site, cites a late-2025 New York Times report saying dozens of universities have unveiled new AI programs in just the past two years — the actual outcomes for graduates of these brand-new minors remain untested and unproven.

Nobody outside the universities themselves has yet done a systematic accounting of which programs built something genuinely new from the studs up and which ones just rearranged the furniture and hung a sign that says 'AI' over the door.

The Rhubarb Between Schools Over What AI Literacy Even Means

Here's where the hogs really start fighting over the slop bucket: not every institution agrees on what an AI minor ought to teach, and that disagreement runs deeper than which brand of hot sauce belongs on a pulled-pork sandwich.

The U-M Information School's minor leans into ethics, societal risk, and what it calls human-centered design, while U-M Engineering and Penn State's programs focus more heavily on technical foundations like machine learning and computer vision — two philosophies sitting at the same table and glaring at each other over the cornbread.

Penn State's program director is quoted by Penn State News as saying the AI engineering degree was 'designed from scratch,' which implies, without quite accusing anybody by name, that a good number of peer programs may just be bundling whatever courses they had lying around in the barn rather than constructing something genuinely rigorous — a criticism that, as of this writing, has not been publicly rebutted by the named institutions.

Analysis: Is This a Revolution or Just a Real Good Marketing Cycle?

This is analysis, not settled reporting: the sheer speed at which these announcements are multiplying suggests that universities are at least partly responding to enrollment pressure and employer optics rather than purely to pedagogical necessity, which is about as surprising as finding sweet tea at a church potluck.

Michigan Tech's faculty senate proposal document cites the 2025 World Economic Forum Future of Jobs Report, which projects that AI and big data skills will rank among the most sought-after technical competencies by 2030 — and that kind of outside authority gives institutions a respectable peg to hang their announcements on, whether the curriculum backs it up or not.

In this publication's analysis, the more interesting question isn't whether universities will keep launching these programs — they clearly will, like kudzu in July — but whether four or five years from now, employers will treat an AI minor the way they currently treat, say, a Microsoft Office certification: a nice thing to see on a résumé, but not enough on its own to write home about.