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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.

Cyprus Crypto Users Face New Risks As MiCA Rules Take Effect

Why Investors Need To Check The Company Behind Their Crypto Platform

Crypto users in Cyprus are being urged to verify exactly which company holds their assets after the EU’s Markets in Crypto-Assets Regulation (MiCA) transition period ended on July 1, 2026.

MiCA rules for crypto-asset service providers have applied since December 2024, but Cyprus allowed companies operating under its previous national framework to continue temporarily. CySEC required providers wishing to remain in the market to apply by February 27, 2026.

The end of the transition means that appearing on an old national register is no longer enough. Investors must check the specific legal entity providing the service and the activities it is authorised to perform.

Two Regulatory Routes

CySEC maintains separate registers for providers authorised under Article 63 and companies using the Article 60 notification route.

The lists should not simply be treated as a count of licensed crypto exchanges. Providers have different regulatory statuses and may be authorised for different services, including custody, transfers, exchanges or operating trading platforms.

Companies authorised elsewhere in the EU can also serve Cypriot customers through MiCA passporting. Investors should therefore check the wider ESMA register.

Familiar Brands Can Still Be Used In Scams

MiCA authorisation applies to a specific legal entity, not automatically to every website, subsidiary or service using the same brand. Fraudsters can copy a legitimate company’s name, logo and licence number while changing its website or payment details.

The regulatory transition creates another opportunity for scammers. They can imitate legitimate notices about account closures or transfers and claim that customers must urgently move their assets to a new “regulated” platform.

In its July announcement, CySEC warned that customers using unauthorised providers do not receive MiCA protections and advised investors to verify providers through ESMA.

A Wider European Shake-Up

The changes affect the broader European crypto market. VASPnet estimated that more than 1,700 unlicensed crypto companies could face closure, relocation or restructuring after the transition period.

ESMA’s register contained 323 authorised providers at the end of July, while TRM Labs identified 1,343 operating providers in the European Economic Area on July 1, including 281 with MiCA authorisation. The different figures reflect different methodologies, but point to a substantial number of providers operating without the new authorisation.

ESMA instructed unauthorised companies to stop accepting new EU customers, opening accounts and marketing their services, while allowing limited activity needed for an orderly withdrawal.

What Investors Should Check

MiCA introduces common requirements for areas such as governance, disclosures and safeguarding client assets, but it does not make crypto investments risk-free.

For Cyprus users, the key questions are which legal entity provides the service, what it is authorised to do and whether the website or contact details are genuine.

Requests to transfer assets urgently, pay recovery fees, reveal private keys or install remote-access software should be treated as red flags. MiCA may bring greater clarity to the market, but the transition has also created a new opportunity for criminals to exploit a very real regulatory change.

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