







The Welch Labs Illustrated Guide to AI offers unique perspectives on artificial intelligence through hands-on exploration and richly detailed graphics that give readers a visceral understanding of how AI actually works. From the fundamental perceptron to cutting-edge AI video generation, each chapte
A guide to understanding AI as normal technology
And a big change for this newsletter


Library: Faculty Guide to Generative AI: Welcome
Library: Faculty Guide to Generative AI: Welcome

Library: Faculty Guide to Generative AI: Detecting AI

Import AI 455: AI systems are about to start building themselves.
The first step towards recursive self improvement

State of AI Report 2025
The State of AI Report analyses the most interesting developments in AI. Read and download here.

What AI is Really For - Christopher Butler
After three years of immersion in AI, I have come to a relatively simple conclusion: it’s a useful technology that is very likely overhyped to the
Lessons Answer.AI can learn from history’s greatest R&D labs
Today’s piece was put together with the help of several conversations with Answer.AI co-founder Jeremy Howard.

Mundo AI - The Data Layer for Perceptual Intelligence
Mundo develops data, evaluations, and applied research for frontier labs and AI companies to advance perceptual intelligence across audio, video, and emerging modalities.

The Edge of Mathematics
Terence Tao, the legendary mathematician, explains the promise of generative AI.
ARC-AGI-3
ARC-AGI-3 is the first interactive reasoning benchmark for AI agents—play as humans and build agents that learn in novel environments.

trycua/acu
A curated list of resources about AI agents for Computer Use, including research papers, projects, frameworks, and tools.
AI coding wisdom from the people who would know
Essays and threads from experienced developers who've gone deep on AI-assisted coding.
Steve Blank Artificial Intelligence and Machine Learning– Explained
Artificial Intelligence is a once-in-a lifetime commercial and defense game changer (download a PDF of this article here) Hundreds of billions in public and private capital is being invested in Art…

Where does the rigor go? Research software and the future of trustworthy science.
Generative AI now makes it dramatically easier to produce something that looks like research: analysis code, figures, literature reviews, even whole pap…


Agency and Agents
ГАЛЬВАНИЗАЦИЯ АВТОРА, ИЛИ ЭКСПЕРИМЕНТ С НЕЙРОННОЙ ПОЭЗИЕЙ. Борис Орехов. «Новый мир» №6, 2018

Personal Online RL | 🌱 | Offprint
Approaching an unknown communication system by latent space exploration and causal inference | Royal Society Open Science | The Royal Society

Surya Narreddi

Permutation: Issue One