







AI, science, education, & ethics
Deep Research, information vs. insight, and the nature of science
What AI will accelerate in the scientific process, what it cannot do, and how we can prepare for new manners of scientific investigation.

DeepSeek_V4.pdf · deepseek-ai/DeepSeek-V4-Pro at main
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We're not taking the fact-checking powers of AI seriously enough. It's past time to start.
Some notes on the Nobel Prize hallucination that wasn't

Is AI Hiding Its Full Power? With Geoffrey Hinton
unsloth/DeepSeek-V4.1-Flash-1017-GGUF · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
deepseek-ai/DeepSeek-V4-Flash-0731 at 9e165c30e2704aec5d9d593cce3eebd58bbef1cb
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
"AI" is Automated Inequality
Tech bros still dominate the discussions about so-called "AI" with false claims. Even most "AI"-critical researchers spend much of their time meticulously debunking (always only a subset of) claims, leaving vast areas of the economic consequences of "AI" unexplored. (Even the "AI"-evangelist Economi


AI Isn't as Powerful as We Think | Hannah Fry
I don’t think we are close to “AI scientists”
Today's AI agents are not designed to extract deep insights from new observations.


Google opens Deep Review AI tool to help researchers catch manuscript errors
Google Research on Oct. 14 released Deep Review, an AI system designed to flag mathematical errors, logical gaps and unsupported claims in technical documents. The public launch follows pilots that provided feedback on more than 15,000 manuscripts, according to Google. Speaking at Google’s Research@ event in Mountain View, California, Rajesh Jayaram, a research scientist at…

AI Is Hollowing Out Higher Education
Olivia Guest & Iris van Rooij urge teachers and scholars to reject tools that commodify learning, deskill students, and promote illiteracy.

Google DeepMind CEO Demis Hassabis: The Path To AGI, Deceptive AIs, Building a Virtual Cell

deepseek-ai/DeepSeek-OCR-2 · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.