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A College Alternative, a Call for AI Rules: OpenAI Features in Two Tech Initiatives

OpenAI called for the United States to lead development of global technical standards for frontier AI, including for recursive self-improvement, warning that increasingly capable systems could advance faster than humans can understand or supervise them. Separately, Andreessen Horowitz launched the Horowitz Andreessen Academy (HAA), a private, full-time, in-person San Francisco school for high school graduates, with founding partners including Anduril, Anthropic, Coinbase, Google, Meta, Nvidia, OpenAI, Palantir, Replit and Stripe; the announcement did not specify tuition fees, programme duration, accreditation or the qualification students would receive.

by read5 min views2 publishedSep 23, 2026
A College Alternative, a Call for AI Rules: OpenAI Features in Two Tech Initiatives
Image: Openthemagazine (auto-discovered)

Who will build the next generation of technology and who will oversee it? Two separate announcements involving OpenAI bring those questions into focus.

Venture capital firm Andreessen Horowitz has launched a San Francisco academy for high school graduates seeking a route into technology and entrepreneurship beyond conventional college. OpenAI, Nvidia, Meta and Anthropic are among its founding partners.

Separately, OpenAI has called for the United States to lead the development of global technical standards for frontier artificial intelligence, warning that increasingly capable systems could eventually advance faster than humans can understand or supervise them.

The academy focuses on preparing young people to build and work with technology. OpenAI’s policy proposal addresses the oversight of systems that could take on more of the work of developing AI itself. The announcements do not describe a joint education-and-regulation programme.

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A Campus Built Around Technology Careers #

Called the Horowitz Andreessen Academy, or HAA, the institution is a private, full-time, in-person school in San Francisco aimed at students coming out of high school.

Its proposed curriculum combines technical instruction with the commercial and interpersonal skills involved in building a business. Courses will cover frontier systems, modern software development, AI inference engineering, the craft of selling and the evolution of digital computing between 1940 and 2025.

The firm said leading industry experts would teach the courses. It also named Jensen Huang, Satya Nadella, Travis Kalanick, Mira Murati, Ali Ghodsi and Patrick Collison among the technology leaders expected to deliver lectures.

That access is central to the academy’s proposition: students would learn from industry practitioners while developing projects of their own.

Networks Are Part of the Curriculum #

HAA’s founding partners include Anduril, Anthropic, Coinbase, Google, Meta, Nvidia, OpenAI, Palantir, Replit and Stripe.

Students may have opportunities to work with those companies and other hiring partners. The announcement does not describe those opportunities as guaranteed employment.

Students will also be required to pursue one or more projects with support from coaches, mentors and visiting experts. Andreessen Horowitz said projects could include spending three weeks in another country, with the academy helping students connect with relevant people there.

“Networks and access matter. Life skills matter,” the firm said in its release.

It pointed to business-school courses on interpersonal dynamics, power and negotiation as examples of the skills it wanted to place at the centre of HAA’s curriculum.

The academy is being presented as an alternative to college, although the supplied announcement does not specify tuition fees, programme duration, accreditation or the qualification students would receive.

OpenAI Wants Common Rules Across Borders #

In its separate policy post, OpenAI argued that international safety and security standards were becoming more important as frontier AI systems were developed and deployed across countries.

Different national requirements, it said, could fragment the way systems are evaluated and risks are reported, making cross-border problems harder to address.

“We believe the United States should lead an effort to work together with countries around the world to develop global technical standards for frontier AI, including for RSI,” the company said.

RSI refers to recursive self-improvement: a potential process in which AI systems contribute to improving subsequent generations of AI, whose greater capabilities could then accelerate further development.

OpenAI said the United States was well positioned to lead because of its role in AI development and its influence across international finance, trade, defence, technology and information networks.

This is a proposal for coordinated technical standards. The announcement does not establish that governments have agreed to such a framework.

When AI Helps Build the Next AI #

OpenAI’s argument centres on the possibility that automated AI research could allow systems to perform more of the work involved in developing their successors.

The company outlined three priorities in its approach towards artificial general intelligence, or AGI: building an automated AI researcher to help address alignment challenges, accelerating scientific and economic benefits, and eventually giving individuals access to personal AGI.

Alignment concerns whether AI systems behave in accordance with intended human goals and constraints.

“We believe automated AI research will yield models that directly enhance people’s lives. It can bring down the cost of advanced intelligence so that people worldwide can benefit,” OpenAI said.

Those are the company’s expectations for future development. It stressed that fully autonomous recursive self-improvement is “not happening today” and should not be pursued unless safety, human control and oversight can be preserved.

The Risk: Progress That Outruns Oversight #

The concern, according to OpenAI, is that AI research could accelerate beyond people’s ability to understand its progress, evaluate risks and maintain meaningful supervision.

“RSI could result in humans losing practical control over AI development, unable to provide oversight on research processes they no longer understand,” the company warned.

It also argued that the uneven distribution of AI development and expertise across countries could complicate international efforts to manage those risks.

OpenAI framed US leadership as consequential both for safety and for the international networks in which the country and its allies operate. Without coordination, it warned, the result could be a fragmented and conflict-ridden system.

The two announcements leave different practical questions open. For prospective HAA students, the next details concern costs, qualifications and the route from projects to work. For governments considering OpenAI’s proposal, they concern how common standards would be negotiated, applied and enforced as AI capabilities develop.

With inputs from ANI

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