







AI is disrupting the university monopoly. We can't "hire our way" out of this transition, and trying to control emergence is a losing battle. Are sandboxes our best option to prototype a future University operating model?
AI Is Quietly Changing Who Gets to Build Software
What If Universities No Longer Need Edtech Companies?

This big university system is embracing AI. Students and faculty aren't all on board
The California State University system offers an early look at what happens when an administration commits to a technology that its own community isn't convinced will improve education.

An inference cooperative for academic AI – Writings and rehearsals by Nathan Schneider
Universities, like other institutions, are currently being confronted with a dilemma: embrace the AI tools currently available from big-name tech companies, and be part of the future, or reject the miraculous machines and stick your head in the sand. This dilemma is a false one, on several counts. It is far from clear what role generative AI will have in the future of academic life, for one thing. And beyond rewording the choices, surely there are other options that this dilemma fails to consider.

Run AI-generated code on-demand with Code Sandboxes (new)
You can start creating sandboxes today by installing our new Sandbox package.

Designing AI for Disruptive Science
Why scaling AI won’t automatically lead to paradigm shifts.

AI Commons - One Project
What if we could redefine AI? What if we could shift its development from a capitalist model to a more disruptive, inclusive, and decentralized one?

AI Economy Institute - Microsoft Research
The AI Economy Institute (AIEI) is Microsoft’s flagship think tank dedicated to shaping an inclusive, trustworthy AI economy. We building a network of scholars and convening that network with our subject matter experts to explore how artificial intelligence is transforming work, education, and productivity – and making this knowledge base available to policy-makers, educators, and […]

Stanford AO — Building the autonomous organization
Stanford AO is building the autonomous organization — an incubator at Stanford OpenLab for agent swarms, DAOs, AI villages, and related experiments.

Stop the AI Build-Out, Start the Fight
Across the country, working-class communities are rising up against Big Tech’s data center boom. A moratorium isn’t the end goal — it’s the only leverage we have to force real democratic control over artificial intelligence.


70 years of AI hype
Quoting from Olivia Guest et al. (2025) "Against the Uncritical Adoption of AI Technologies in Academia."

Premium: What If...We're In An AI Bubble? (Part 1)
Every day I read some sort of wrongheaded extrapolation about the future of AI — that today’s models are somehow indicative of AGI creating a “permanent underclass” of people that stops people from building software companies, or really doing any kind of job on the computer: Hyperbolic? Perhaps. But even

AI.Gov | President Trump's AI Strategy and Action Plan
Explore President Trump’s AI initiatives focused on innovation, infrastructure, international engagement, and youth education in artificial intelligence.

When everyone has AI and the company still learns nothing
Are people using AI, or is the organization learning from it? What changed because we spent those tokens? And who moves discoveries from individuals to teams to organizational capabilities?
