California’s top professors reveal how AI has revolutionized classes, massive pitfalls: ‘Shoving it down our throats’

Read the original at New York Post ↗
Cite

Khan, Z. (2026, October 27). California’s top professors reveal how AI has revolutionized classes, massive pitfalls: ‘Shoving it down our throats’. New York Post. https://nypost.com/2026/10/26/us-news/top-california-professors-expose-pitfalls-of-campus-ai-push/

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New York Post · collected 2026-10-27 · by Zain Khan

Quick Summary

California’s top professors from UCLA, USC, UC Berkeley, and Stanford discuss the impact of artificial intelligence in college classrooms. Some professors are banning AI entirely, opting instead to grade handwritten work done without technology during class time. Others view AI as a positive tool but acknowledge challenges with assessing students' true knowledge when AI is involved. Morgan Polikoff from USC Rossier expresses concern over the rapid adoption of AI and suggests the need for more standardized, AI-proof measures in college admissions and course assessments.
Written locally by qwen2.5:14b on 2026-10-27, using this article's own text rather than the other coverage of the same event (that is the story summary below).

AI analysis runs on qwen2.5:14b, locally

Story summary

Some prominent California professors are grappling with the impact of artificial intelligence (AI) in their classrooms. UCLA, USC, UC Berkeley, and Stanford faculty members have shared varying views on AI's role in education. Morgan Polikoff from USC Rossier, currently on leave, plans to switch more graded assignments to traditional paper-and-pencil tests without technology. He argues that the rapid introduction of AI has left educators dealing with unintended consequences. Meanwhile, other professors are exploring ways to integrate AI effectively, seeing it as a potential positive force in enhancing educational outcomes. The debate highlights the need for standardized and AI-proof measures in college admissions and ongoing student evaluations.

Written for “AI In Education Controversies” on 2026-10-28, grounded in this article and the 0 other(s) covering the same event.
Why this leaning score
The model judged this article politically coded and scored it -0.25, but all 2 of its quote(s) are attributed speech - words the article quotes from someone, not the article's own narration, so the score is not published.
Written under an earlier scoring contract, which gave a paragraph rather than checkable quotes. Re-analysing this article replaces it.
Leaning score withheld for article 109307: attributed speech only · logged 2026-10-27

Story

📰 AI In Education Controversies
Education · 1 article(s) covering the same event.

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Claims extracted
51
sentences that state something as happening or true
Uncertain
4%
2 of 51 hedged ("reportedly", "may", "according to")
Leaning
withheld
no quote in the article backed the model's score
Publisher signals
66/100
New York Post's corrections and hedging, across everything collected from it. Not a measure of accuracy.
Outlets on this story
1
Education
Same framing elsewhere
1
articles that frame the event the way this one does
Analyzed 2026-10-27 · how these are computed

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Source leaning vs. consistency

Publisher

New York Post · 14317 article(s) · 35 correction(s) detected
Running correction rate · 35 correction(s)

Who wrote this

Zain Khan
65 article(s) here · 1 carrying a prediction
🔮 “I think in general we will need more standardized and AI-proof measures of everything, both in college admissions and once students are enrolled at university,” he said.
🔮 Whether the exam was online or in person predicted students’ final scores better than how they had done earlier in the course.
🔮 The idyllic imagery then gives way to Hilton’s depiction of California under Becerra, with the ad claiming that gas prices would climb to $8 a gallon and families would struggle to afford driving.
🔮 The professor suggested that universities might not immediately adapt to the rapid advances in artificial intelligence, pointing to the resistance to change that often characterizes academic institutions.
🔮 At the center of the fight is a Nov. 3 election that could upend the Beverly Hills Unified School District board, where Democrats Jackie Kruger and Kim Lifschitz are challenging incumbent board President Judy Manouchehri and the conservative majority they oppose.
🔮 Every family deserves the peace of mind that their child will return home safely at the end of each school day.” On Sept. 30, Xavier jumped to his death amid claims he was bullied at school.
🔮 She also remembered a man on top of her, close enough that she could feel his breath on her face.
🔮 The pricey private school has also produced NFL stars, including New York Giants linebacker Kayvon Thibodeaux, Seattle Seahawks running back Zach Charbonnet and Indianapolis Colts wide receiver Michael Pittman Jr., as well as softball standout Maya Brady, niece of NFL legend Tom Brady.
🔮 The state now sends students who might thrive by first going to the community colleges to UC campuses where they are unprepared for a serious academic environment,” Hass told the Post.
🔮 “I can’t imagine what would justify sealing an entire case file,” he added.
Also by Zain Khan
Nothing else under this byline is closely related to this article, so these are simply their most recent.
All 65 articles by Zain Khan →

Topics

California The California Post UC Berkeley UCLA USC

Subjects

Polikoff PERSON · 5× UC Berkeley ORG · 3× USC ORG · 3× California GPE · 2× Post ORG · 2× UCLA ORG · 2× Morgan Polikoff PERSON · 1× Stanford ORG · 1× The California Post ORG · 1× USC Rossier ORG · 1×

Narrative

“I think there’s great variance in the quality of teachers and I think AI can definitely have a positive impact if we learn to use it well, especially if the counterfactual is having a poor teacher,” he added.
framing: assertive · carried by 1 article(s) · first seen 2026-10-27
🔮 “I think in general we will need more standardized and AI-proof measures of everything, both in college admissions and once students are enrolled at university,” he said.

Claims (51 extracted, 2 hedged)

Artificial intelligence has turned college classrooms upside down, and some of California’s most prominent professors are fighting back with a decidedly old-school weapon: paper. asserted
some → turn → weapon
The California Post spoke to professors from UCLA, USC, UC Berkeley and Stanford about how AI is affecting their classes. asserted
AI → speak → classes
Some said they were cutting it out altogether and only properly grading written work done in class without tech. asserted
they → say → tech
Others said they were using it to their advantage and saw it as a positive force in their lessons. asserted
they → say → lessons
Sign up for the California Morning Report newsletter The biggest news, opinion and culture shaping California right now. Thanks for signing up! asserted
Sign → sign → California
“The technology has been shoved down all our throats and we’re all just dealing with the fallout,” Morgan Polikoff, professor of education at USC Rossier told the Post. asserted
Polikoff → shove → Post
Polikoff, who is on leave from teaching, said he had already planned to switch more of his graded undergraduate assignments to sit-down, paper-and-pencil tests. asserted
he → say → tests
He said he’d likely adopt a policy similar to that of renowned UC Berkeley math professor Richard Borcherds, who made headlines for no longer grading homework for correctness. asserted
who → say → correctness
Two years ago, Polikoff caught a freshman writing a paper with AI after he had banned it. asserted
he → catch → it
He said it was easy to spot, and the student owned up when confronted. asserted
student → say → ?
Polikoff made him rewrite the paper from scratch. asserted
him → make → scratch
“I think in general we will need more standardized and AI-proof measures of everything, both in college admissions and once students are enrolled at university,” he said. asserted
he → think → university
“It’s become increasingly difficult to know what anyone knows and can do, and that signal is important.” asserted
signal → become → what
“I don’t see any point at all in a student completing an assessment by running it through AI and handing in to me whatever it spit out for them—that is a waste of my time and theirs,” he added. asserted
he → see → time
USC leaves AI rules up to individual instructors, who can set their own course-specific policies. asserted
who → leave → policies
Polikoff said his PhD program is debating a policy now, though any rule would still let faculty make their own calls. asserted
faculty → say → calls
The university also pays roughly $3.1 million a year for a ChatGPT Edu subscription covering 80,000 users. asserted
university → pay → users
Polikoff called the sum “pennies” compared to what USC pays its football coach. asserted
USC → call → coach
Across town at UCLA, statistics and data science lecturer Thomas Maierhofer has taken a hybrid approach. asserted
Maierhofer → take → approach
All work done outside of the classrooms like homework and labs are graded on completion,” he said. asserted
he → do → completion
Maierhofer sees AI as a potential teaching tool. asserted
Maierhofer → see → tool
He’s developing ALISSTAIR, a custom chatbot built to support student learning. asserted
He → develop → learning
He said his exam policy is what keeps students honest. asserted
what → say → students
“As long as the exams are in-person and on-paper students are only hurting themselves if they use AI to cheat instead of using it to enhance their own learning,” he said. asserted
he → hurt → learning
Up at UC Berkeley, Borcherds, whose decision to stop grading homework for correctness made waves this fall, said he now bases grades mainly on in-person exams with no electronic devices allowed. asserted
he → stop → devices
“Online exams are now a waste of time as several students just use AI to answer the questions,” he said. asserted
he → use → questions
“I cannot tell which students are using AI, but I notice the average score increases a lot in online exams.” asserted
score → tell → exams
The University of California lets individual campuses and programs impose stricter AI rules, especially for admissions and academic integrity. asserted
campuses → let → admissions
“I think AI has tremendous potential. asserted
AI → think → potential
I think many humans are not great teachers. asserted
humans → think → ?
So I’m skeptical of human capability, more so than I am overly enthusiastic about AI capabilities,” he told the Post. asserted
he → ’m → Post
“I think there’s great variance in the quality of teachers and I think AI can definitely have a positive impact if we learn to use it well, especially if the counterfactual is having a poor teacher,” he added. asserted
he → think → teacher
In a study Nyarko led this year, 16 law professors blindly rated answers to common student questions, and they preferred Google’s AI over their own colleagues 75% of the time. asserted
they → lead → time
The researchers stressed that the study measured answer quality, not whether AI tutors help students learn in the long run. asserted
students → stress → run
He also warned that there is a wrong way to use the tech. asserted
He → warn → tech
“There’s a way to use AI that will harm students, an irresponsible use, which is basically, just write this paper for me or solve this question for me,” he said. asserted
he → ’ → me
Nyarko has always given in-class exams. asserted
Nyarko → give → exams
He said many of his colleagues used to assign take-home exams lasting as long as eight hours. asserted
many → say → hours
With one or two exceptions, they now feel they can’t, out of fear that students will simply hand the work to AI. asserted
students → feel → AI
He said that trying to restrict students’ access is a fantasy at this point, since the vast majority already have it. asserted
majority → say → it
…and 11 more, not listed.
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