Companies are dropping degree requirements -- 45% planned to eliminate them in 2024, 25% by end of 2025. Tech entry-level jobs are collapsing (down 46% in the UK, 67% in the US). Enrollment has declined 15% since 2010, with a demographic cliff ahead. Historically, college grads still earn vastly more over their lifetimes, and 70% see their investment pay off within a decade. Meanwhile, 83% of Gen Z say college is important, but only 53% think they can afford it.

1. College Is a Dinosaur (Peter Thiel, Elon Musk)

The alternative pathways are proven. Traditional degrees are a tax on ambition. And now here comes AI...

Mega Tech leaders like Peter Thiel have built billion-dollar companies without caring about pedigree. Thiel calls higher education "the worst institution we have," comparing elite universities to "Studio 54 nightclubs" where you pay for exclusivity, not education. His fellowship has minted multiple unicorn founders -- Figma's Dylan Field, Scale AI's Lucy Guo -- with a simple offer: $200K to skip college.

The proof is in the alternatives. The US now has 680,000 active apprentices -- nearly double the 2014 count -- earning $18/hour at start and $32/hour at completion. Google and Apple no longer require degrees for many roles. If college were essential, these pathways wouldn't exist or wouldn't be expanding.

And Thiel and Musk were saying this before AI existed. Their anti-college stance goes back over a decade. But generative AI is now automating the exact skills college teaches: writing, research, analysis, entry-level coding, legal reasoning. Tech entry-level jobs have collapsed 67% in the US and 46% in the UK. The knowledge work that justified four years and $160K in tuition is being done by tools that cost $20 a month. The dinosaur argument used to be philosophical. Now it's economic.

2. It's Definitely Dead for Computer Science (Harvard, CRA)

The field that was supposed to be bulletproof is the one getting hit hardest.

Computer science enrollment is cratering for the first time since the dot-com crash. A Computing Research Association survey found 62% of institutions reported enrollment declines in Fall 2025 -- down 15% at graduate programs, 6% at undergrad. CS bachelor's degrees doubled from roughly 50,000 to over 100,000 per year between 2013 and 2023. Now the pipeline is reversing. Students are fleeing to AI and cybersecurity specializations instead, which grew at 56% and 58% of institutions, respectively.

A Harvard study put hard numbers on why. Researchers Hosseini and Lichtinger analyzed 62 million workers across 285,000 firms and found that when companies adopt generative AI, junior employment drops 7.7% within six quarters. Not layoffs -- hiring just stops. AI-adopting firms hired 3.7 fewer junior workers per quarter than non-adopters. GitHub Copilot and Cursor now handle the exact work junior devs used to cut their teeth on: boilerplate code, unit tests, debugging, building features from specs.

CS grads now have a 6.1% unemployment rate -- higher than philosophy majors. The irony is brutal. The degree that parents pushed their kids toward for decades as the safe, practical choice is now the one where graduates can't find work. Entry-level hiring remains well below pre-2022 levels, with recovery concentrated in senior and specialized roles. The degree isn't worthless, but it no longer guarantees what it used to.

3. Try Running a Democracy Without It (College)

College isn't a job-training facility. It's where citizens learn to think.

College offers the intangibles that society needs to advance. Fifty years of higher education research points to the same finding: the greatest influence on college students is other students. Peer effects shape intellectual development, values, aspirations, and moral reasoning in ways that no online course or bootcamp replicates. Harvard philosopher Michael Sandel calls in-person dialogue -- reasoning, arguing, being present to one another -- the thing that makes higher education "higher." You can't Zoom your way into that.

The network isn't a perk -- it's the product. Stanford produced 122 venture-backed undergraduate founders in 2024. MIT had 87. Harvard had 73. Those numbers aren't about curriculum; they're about proximity. Future founders, future senators, future researchers sit next to each other in seminars and dining halls for four years. Scholars Peter Felten and Leo Lambert studied 29 institutions and found that students with deep mentor and peer relationships were dramatically more likely to say college was worth it -- and that this held true at community colleges, not just elite ones.

AI makes this more valuable, not less. If AI can write your memo and debug your code, the differentiator becomes judgment, creativity, and the ability to collaborate with people who think differently than you do. Martha Nussbaum at the University of Chicago argues that liberal education develops "narrative imagination" -- the capacity to understand experiences unlike your own. That's not a skill you pick up from a $20/month subscription. It's what happens when you spend four years surrounded by people who challenge your assumptions to your face.

4. The Degree Isn't Dead, It's Just Not Enough (Tim Cook, Andrew McAfee)

College has to change. Think faster curriculum, AI integration, transparent outcomes. Or it'll lose the next generation.

Half of Apple's US workforce doesn't have a four-year degree. Tim Cook invests heavily in alternative pathways: coding in schools, paid skills training for workers, grants to youth programs. Meanwhile, 57% of higher education leaders consider AI a strategic priority, but only 39% have actual AI acceptable use policies in place. That gap is the problem. Anthropic and OpenAI have released education-specific tools designed to work with teachers, not replace them.

Become AI literate, or be replaced. Andrew McAfee at MIT Sloan captures the pragmatist stance: "People who know how to work with AI will replace those who don't." College degrees aren't the only path, but lack of a degree doesn't guarantee anything either. The bar moved -- you need both degree-level thinking AND demonstrable skills.

5. We're Confused! (Gen Z)

I value college, but I can't afford it, and I'm hearing it might be a waste.

Gen Z is split between what they think and what they'll actually do. 83% say college is very or fairly important, but only 62% of K-12 students plan to pursue it. Only 53% of those who want college think they can afford it -- and Black students are even more doubtful, at just 39%. The numbers get worse after enrollment: 51% of Gen Z who actually graduated express regret, compared to 41% of millennials and 20% of boomers. Only 33% of the Class of 2025 think their education was worth the cost.

The debt load is doing the talking. Average student debt hit $39,375 in 2025. Rising interest rates mean a 2024-25 borrower pays $136/month more than a 2020-21 borrower -- $16,266 more over the life of the loan. More than half of recent grads are choosing jobs based on debt load instead of passion or growth potential, which affects grad school, entrepreneurship, homeownership -- the whole trajectory.

Where This Lands

The case against college as a default has never been stronger. On the other hand, philosophers and researchers have a real point too: peer effects, intellectual community, and the capacity to think across disciplines don't come from a bootcamp or a subscription. The founders coming out of Stanford and MIT aren't succeeding because of their coursework -- they're succeeding because of who they sat next to for four years. And Gen Z is stuck in between, believing college matters while watching the math not add up -- 83% say it's important, 53% think they can afford it. Where this lands probably depends on what you think college is for.

Sources

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https://www.highereddive.com/news/employer-eliminate-degree-requirements-2025/749061/

CNBC, "AI entry-level jobs"
https://www.cnbc.com/2025/09/07/ai-entry-level-jobs-hiring-careers.html

NPR, "Demographic cliff means fewer college students"
https://www.npr.org/2025/01/08/nx-s1-5246200/demographic-cliff-fewer-college-students-mean-fewer-graduates

Georgetown CEW, "ROI of college degrees 2025"
https://cew.georgetown.edu/cew-reports/roi2025/

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https://blog.theinterviewguys.com/the-state-of-skills-based-hiring/

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https://www.edsurge.com/news/2023-12-12-how-a-billionaire-s-fellowship-spread-skepticism-about-college-s-value

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https://fortune.com/2025/08/16/gen-z-millennial-founders-college-dropout-entrepreneurs-peter-thiel-fellowship/

AEI, "Apprenticeship growth"
https://www.aei.org/research-products/report/the-growth-of-earn-and-learn-apprenticeship-degrees-expanding-americas-mobility-and-opportunity-structure/

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https://www.bostonglobe.com/2026/01/06/magazine/liberal-arts-colleges-new-england/

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https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1522841/full

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https://www.foxbusiness.com/technology/apple-ceo-tim-cook-launches-new-education-initiative-for-alabama-students

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https://www.shrm.org/topics-tools/flagships/tomorrowist/embracing-agility-in-the-ai-era-with-andrew-mcafee

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Hosseini & Lichtinger (Harvard), "Generative AI as Seniority-Biased Technological Change"
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5425555

TechCrunch, "The great computer science exodus"
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Stack Overflow, "AI vs Gen Z: How AI has changed the career pathway for junior developers"
https://stackoverflow.blog/2025/12/26/ai-vs-gen-z/

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https://www.extern.com/post/computer-science-job-market-2026-guide

Harvard, "Universities Need to Vindicate Our Public Purpose, Sandel Says"
https://intellectualvitality.college.harvard.edu/2025/10/28/universities-need-to-vindicate-our-public-purpose-sandel-says/

Crunchbase, "Pandemic Didn't Alter Dominance of Stanford, Harvard or MIT"
https://news.crunchbase.com/venture/funded-founders-stanford-harvard-mit/

Felten & Lambert, Relationship-Rich Education (Johns Hopkins University Press)
https://press.jhu.edu/books/title/12146/relationship-rich-education

Martha Nussbaum, Cultivating Humanity (Harvard University Press)
https://www.hup.harvard.edu/books/9780674179493