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AI Boom Reshapes Computer Science Enrollment At U.S. Universities

Enrollment Decline And The Rise Of AI-Focused Programs

This fall, University of California campuses recorded a noticeable shift as computer science enrollment declined for the first time since the dot-com era. According to recent reporting by the San Francisco Chronicle, overall enrollment across the UC system fell by 6% this year, following a 3% decrease in 2024, even as national college enrollment grew by 2% based on data from the National Student Clearinghouse Research Center. The contrast points to a cooling interest in traditional computer science degrees rather than a broader retreat from higher education.

China’s Strategic Embrace Of AI Literacy

While U.S. institutions are reassessing priorities, Chinese universities are rapidly embedding artificial intelligence into core curricula. The MIT Technology Review reports that nearly 60% of Chinese students and faculty use AI tools on a daily basis. Universities such as Zhejiang University have introduced mandatory AI coursework, and Tsinghua University has launched dedicated interdisciplinary AI colleges. In this environment, AI proficiency is evolving from a competitive advantage into a baseline academic expectation.

Emerging Trends In U.S. Higher Education

Across the United States, universities are moving quickly to modernize degree offerings with AI-centered programs. UC San Diego has introduced a dedicated AI major, while MIT’s “AI and Decision-Making” track has become one of its fastest-growing undergraduate options. The University of South Florida enrolled more than 3,000 students in its newly created AI and cybersecurity college, and the University at Buffalo opened an “AI and Society” department that attracted over 200 applicants before its official launch. These developments suggest a shift in focus rather than a decline in interest in technology overall.

Faculty Resistance And Parental Concern

Administrative leaders face internal challenges amid this transition. UNC Chapel Hill Chancellor Lee Roberts described a contentious environment where some faculty have embraced AI, while others are hesitant, resulting in significant debates. Recent administrative decisions, such as the merger of two schools into an AI-focused entity, have further intensified these discussions. At the same time, parents, once staunch advocates for traditional CS career paths, are now guiding their children toward majors perceived as less susceptible to AI automation, such as mechanical and electrical engineering.

Navigating A New Academic Landscape

Data from the Computing Research Association show that 62% of computing programs reported declines in undergraduate enrollment this fall. However, the surge in AI-focused programs suggests a broader migration rather than an outright exodus from the technology sector. Prestigious institutions, including the University of Southern California, Columbia University, Pace University, and New Mexico State University are set to launch new AI degrees, underscoring the global pivot toward this transformative technology.

As universities adapt to the accelerating influence of artificial intelligence, the central challenge is no longer whether to incorporate AI, but how quickly and effectively they can redesign academic pathways to match shifting student expectations and future labor market demands.

China’s Humanoid Robot Boom Faces A Bigger Question: Can These Machines Make Money?

Unitree’s $9 Billion Bet On The Future Of Robotics

China’s humanoid robotics industry is attracting huge investor interest, but as Unitree Robotics prepares for its public debut, questions are growing over whether its robots can move beyond impressive acrobatics and become commercially viable tools.

The Hangzhou-based startup priced its IPO at 150.8 yuan ($22.4) per share, raising $900 million and valuing the company at 61 billion yuan, or about $9 billion. The offering attracted record retail demand on Shanghai’s STAR Market, with the online tranche oversubscribed more than 5,000 times and a winning rate of just 0.018%. Strategic investors included AI startup DeepSeek.

A Unitree-linked pre-IPO perpetual contract was trading at roughly four times the IPO price on Friday, highlighting the speculative interest surrounding the company.

Unitree is known for robots capable of kung fu kicks, backflips and recovering from falls. Yet analysts question whether the technology is ready for large-scale commercial use. “For these humanoid robots, to be honest, they’re fascinating. They can dance and all that, but I’ve never seen them doing any real housework,” said Hao Hong, managing partner of Lotus Asset Management.

In its prospectus, Unitree warned that mass adoption could take longer than expected because robotic hands are still not precise or durable enough for sustained use.

From Acrobatic Robots To Commercial Machines

Even advanced humanoid robots can currently perform only a limited number of tasks and typically operate for a few hours before recharging, according to Dominik Pross, an equity analyst at VP Bank. Most models run for up to four hours, while robots also need to be trained for individual tasks.

“Robots have to be specifically trained for each and every task entrusted to them, even the simplest,” Pross said.

More robotics listings are expected, with Unitree rivals AgiBot and Leju Robotics seeking listings in Hong Kong and Shenzhen. LimX Dynamics founder Will Zhang said last month that “listing is a must.”

China’s Cost Advantage

China’s manufacturing scale has helped it establish a leading position in robotics. Wood Mackenzie expects the global humanoid robot fleet to surpass 10 million units by 2035, while China already accounts for more than 70% of global industrial robot installations and nearly 90% of humanoids deployed last year.

Average humanoid robot prices fell 93% between 2020 and 2025 to $58,000. Unitree’s flagship G1 costs $16,000, while SemiAnalysis estimates that the company has cut the price of its G1 EDU model by more than 45% to $27,300, while maintaining a 67% gross margin.

Falling prices and government support are attracting investment, but analysts say it will take time to prove that humanoid robots can generate strong returns. Unitree’s revenue more than quadrupled last year, although adjusted first-quarter profit fell more than 52% as research and development and marketing spending increased. Nearly three-quarters of its humanoid revenue in the first nine months of 2025 came from research and education, highlighting the gap between demonstrations and widespread commercial use.

“Unlike many early-stage robotics companies, the Unitree story is backed by real revenue growth,” said Jeff Ko, chief analyst at CoinEx. Still, he noted that its $9 billion valuation, at more than 200 times last year’s earnings, reflects significant speculative interest.

Geopolitical Risks

Unitree’s IPO momentum has continued despite growing pressure on Chinese robotics companies. The U.S. moved last month to ban imports of foreign-made humanoid and four-legged robots, potentially exposing Unitree, which generated about 13% of its revenue from the U.S. last year.

Access to Nvidia hardware and software is another risk, as Chinese robotics companies rely on the technology to power their systems. “Chinese robot producers are not yet in a position to do without Western components completely,” Pross said.

China’s control over rare earths used in robot actuators and motors could nevertheless give its manufacturers an advantage, according to Bernstein analyst Dien Wang.

The Bigger Robotics Opportunity

The potential market is attracting major players, including Tesla, whose CEO Elon Musk is expanding production plans for Optimus humanoid robots. At the same time, some researchers argue that the future of robotics will not be limited to humanoids: quadruped and purpose-built robots can be cheaper and more reliable for repetitive industrial tasks, while humanoids may be better suited to unpredictable environments.

For Unitree, the challenge is no longer proving that its robots can perform impressive tricks. It is proving that they can do enough useful work to justify a $9 billion valuation.

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