







As part of the Digital Library's transition to Open Access, new features for researchers are available in the Premium Edition. Click here to learn more.
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances
As part of the Digital Library's transition to Open Access, new features for researchers are available in the Premium Edition. Click here to learn more.

Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning
As part of the Digital Library's transition to Open Access, new features for researchers are available in the Premium Edition. Click here to learn more.
The UAE embraces AI for kindergartners
The country’s approach offers a glimpse of what education could look like if AI literacy becomes as fundamental as reading and writing.

AI Literacy Across the Curriculum
As you have no doubt seen, AI is becoming ubiquitous in our lives and in the technologies we use every day. Generative AI is no longer an experimental tool, but a deployed technology in many of the…

Reading List: AI and the Future of Human Autonomy
Open-source reading list from a discussion group hosted by the Liberty Fund

Knowing less about AI makes people more open to having it in their lives – new research
People with less AI literacy often see the technology as ‘magical’ and awe-inspiring.

Knowing less about AI makes people more open to having it in their lives – new research
People with less AI literacy often see the technology as ‘magical’ and awe-inspiring.

The Due Process Deficit: Auditing AI Governance in U.S. Higher Education
As part of the Digital Library's transition to Open Access, new features for researchers are available in the Premium Edition. Click here to learn more.

Critical AI
On this page are some resources for Critical AI Literacy (CAIL) from my perspective.

The Open Source AI Definition – 1.0
version 1.0 See FAQsSee list of endorsementsSee ChecklistEndorse the OSAID Preamble Why we need Open Source Artificial Intelligence (AI) Open Source has demonstrated that massive benefits accrue to…
OpenAccess.ai — Rigorous Open Access Publishing
$20 to submit, free to read. AI peer review. Open to human and machine authors. All articles CC-BY 4.0.

God Damn AI is making me dumb
It's so god damn tempting to use AI to write. Whether it is articles, code, or documents. I feel like using AI is diminishing my ability to write myself. ...

What AI Asks of Open Access - The Scholarly Kitchen
As AI systems increasingly reason from the scientific literature, the integrity signals that make research trustworthy - open data, structured metadata, robust retraction processes - matter more than ever. PLOS CEO Alison Mudditt on why open access publishers have a different set of obligations in an AI world.

Rethinking the human-readability infrastructure
As part of the Digital Library's transition to Open Access, new features for researchers are available in the Premium Edition. Click here to learn more.

Using AI in open source
If you want to use AI to help you contribute to one of the projects I maintain, I would be delighted. But I have rules.
