Juan Espinoza, vice provost for enrollment management at Virginia Tech, poses for a photo in his office, Nov. 12, 2025, in Blacksburg, Va. (AP Photo/Shaban Athuman)
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College hopefuls are well aware that using AI chatbots to draft their essays and personal statements is frowned upon, if not outright prohibited. However, they might find it surprising that some universities are now employing artificial intelligence to evaluate those very submissions.

According to admissions directors, AI tools are increasingly becoming part of the application screening and analysis process. While some institutions are hesitant to openly discuss this shift, the use of AI in higher education is becoming as prevalent as in many other sectors where machines are taking over roles traditionally filled by humans.

Experts note that some colleges are discreetly integrating AI into their application evaluations, while others are highlighting the technology’s ability to streamline the review process, reduce the time needed to process applications, and even outperform human evaluators in certain aspects.

“Humans have off days; we’re not always at our best. AI, however, is tireless. It doesn’t have mood swings or off days. It remains consistent,” explains Juan Espinoza, Virginia Tech’s vice provost for enrollment management.

This fall, Virginia Tech is launching an AI-driven essay evaluation system. The university anticipates that this tool will enable them to deliver admissions decisions to students by late January, a full month earlier than usual, by efficiently managing the review of tens of thousands of applications.

Colleges stress they are not relying on AI to make admissions decisions, using it primarily to review transcripts and eliminate data-entry tasks. But artificial intelligence also is playing a role in evaluating students. Some highly selective schools are adopting AI tools to vet the increasingly curated application packages that some students develop with the help of high-priced admissions consultants.

The California Institute of Technology is launching an AI tool this fall to look for “authenticity” in students who submit research projects with their applications, admissions director Ashley Pallie said. Students upload their research to an AI chatbot that interviews them about it on video, which is then reviewed by Caltech faculty.

“It’s a gauge of authenticity. Can you claim this research intellectually? Is there a level of joy around your project? That passion is important to us,” Pallie said.

The prevalence of AI usage is difficult to gauge because it is such a new trend, said Ruby Bhattacharya, chair of the admission practices committee at the National Association for College Admission Counseling. NACAC updated its ethics guide this fall to add a section on artificial intelligence. It urges colleges to ensure the way they use it “aligns with our shared values of transparency, integrity, fairness and respect for student dignity.”

Some schools have faced blowback over using AI

The University of North Carolina at Chapel Hill faced a barrage of negative feedback from applicants, parents and students after its student newspaper, The Daily Tar Heel, reported in January the school was using AI to evaluate the grammar and writing style of applicants’ essays.

The university declined to comment for this article and referred to its admissions website, which it updated after the criticism. “UNC uses AI programs to provide data points about students’ common application essay and their school transcripts,” the website says. Every application “is evaluated comprehensively by extensively trained human application evaluators.”

At Virginia Tech, Espinoza said he has been contacted by several colleges that are interested in the new technology but wary of backlash. “The feedback from a lot of colleagues is, ‘You roll this out, we’re watching you, and we’ll see how everyone’s reacting,’” he said.

He stressed the AI reader his school spent three years developing is being used only to confirm human readers’ essay scores.

Until this fall, each of the four short-answer essays Virginia Tech applicants submit was read and scored by two people. Under the new system, one of those readers is the AI model, which has been trained on past applicant essays and the rubric for scoring, Espinoza said.

A second person will step in if the AI and human reader disagree by more than two points on a 12-point scoring scale.

Like many colleges, Virginia Tech has seen a huge increase in applications since making SATs optional. Last year, it received a record 57,622 applications for its 7,000-seat freshman class. Even with 200 essay readers, the school has struggled to keep up and found itself notifying students later and later.

The AI tool can scan about 250,000 essays in under an hour, compared with a human reader who averages two minutes per essay. Based on last year’s application pool, “We’re saving at least 8,000 hours,” Espinoza said.

Colleges see benefits of AI tools for applicants

The messaging is sensitive for colleges, many of which now have students certify that they have not used AI unethically for essays and other parts of the application. But schools say AI tools can help admissions offices eliminate errors in tasks like uploading transcripts and can simplify the process for students.

Georgia Tech this fall is rolling out an AI tool to review the college transcripts of transfer students, replacing the need for staff to enter each course manually into a database. It will allow the school to inform applicants more quickly how many transfer credits they’ll receive, cutting down on uncertainty and wait times, said Richard Clark, the school’s executive director of enrollment management.

“It’s one more layer of delay and stress and inevitable errors. AI is going to kill that, which I’m so excited about,” Clark said. The school hopes to expand the service soon to all high school transcripts. Georgia Tech also is testing out AI tools for other uses, including one that would identify low-income students who are eligible for federal Pell Grants but may not have realized it.

Stony Brook University in New York is also using artificial intelligence to review applicants’ transcripts and testing AI tools for a variety of tasks, like summarizing student essays and letters of recommendation to highlight things an admissions officer should consider, said Richard Beatty, the school’s senior associate provost for enrollment management.

“Maybe a student was fighting a disease sophomore year. Or maybe a parent passed away, or they’re taking care of siblings at home. All these things matter, and it allows the counselors to look at the transcript differently,” Beatty said.

Colleges are interested in AI summaries of transcripts, extracurricular activities and letters of recommendation that tell human readers the students’ story in a more digestible way, said Emily Pacheco, founder of NACAC’s special interest group for AI and admission.

“Humans and AI working together — that is the key right now. Every step along the way can be greatly improved: transcript reading, essay reviews, telling us things we might be missing about the students,” said Pacheco, a former assistant director of admission at Loyola University Chicago. “Ten years from now, all bets are off. I’m guessing AI will be admitting students.”

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