







Open societies face unparalleled learning crises from accelerating change in technology and science.
The Current Crisis: What's Happening to Science in America
The Open Machine // The Open Machine
The Open Machine is a cultural research studio that invokes unlikely alliances across technology and culture to advance ethical, open forms of coordination. We conduct research to produce media, events, and frameworks that capture and project the patterns that emerge.

We used to get excited about technology. What happened?
Innovation that truly serves us all is in scarce supply. That’s a problem.

Against Technofeudal Education
Pillars For Protecting Our "Core Infrastructure" From OpenAI

Open Responses: What you need to know
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Mixture of Experts Explained
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Transmutations
We know from experience and empirical analysis that open source and open standards projects drift into oligarchies that struggle to reform themselves and become ossified. Often, we can simply let them die and replace them with fresher alternatives, but when that's a costly option we can learn from theoretical models of institutional change to understand how to compost the oligarchy and regrow the project from within.

Grow like Trees: An Organic Approach to Societal Regrowth
2026 is the year that system breakdown became impossible to deny. Democratic norms, societal norms, rule of law, the fabric of the social contract tearing as we watch. Or hide, unwilling or unable to face the unravelling. The hopeful among us see opportunity through the dark. Tentatively or boldly we

The Human Infrastructure of Open Science: Why Mentorship Matters More Than Ever
The transformation of academia into a more open and inclusive ecosystem depends not only on new policies or technologies but also on a fundamental shift in how we nurture early-career researchers through mentorship. This values resilience and integrity as much as productivity. Introduction In the vast, often complex, competitive, and

Introduction to Open Science
This course introduces the principles and practices of open science, with an emphasis on reproducible research workflows, transparent reporting, and collaborative scholarship. Students will critically examine reproducibility, explore tools that support openness (such as Git, GitHub, and Quarto), and apply these tools in hands-on assignments and a final open project. Students will also explore how open science practices vary across disciplines, including education, humanities, social sciences, industry and government, and STEM contexts. This course emphasizes applying open science principles to real-world data problems in alignment with the principles of producing reproducible research.
Reframing “Open Source AI” with Meredith Whittaker: AI Impact Summit 2026
The Politics of Open Infrastructures: Power, Governance, and Justice in Digital Knowledge Practices
This volume examines how openness is designed, governed, contested and lived in contemporary digital knowledge infrastructures. From open source software and internet standards, to citizen science platforms, public sector data systems and alternative computing practices, the book shows that infrastructures are never neutral technical backbones.

Rebuilding the Architecture of Science
Science built the modern world. It’s time to rebuild the world of science.

Reality Blind - Vol. 1
Integrating the Systems Science Underpinning Our Collective Futures
jedisct1/Qwen3.6-35B-rust.mlx · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.