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How will OpenAI compete?
“Jakub and Mark set the research direction for the long run. Then after months of work, something…
Building Technology to Drive AI Governance
Technically skilled people who care about AI going well often ask me: how should I spend my time if I think…
A Guide to Which AI to Use in the Agentic Era
I have written eight of these guides since ChatGPT came out, but this version represents a very large break…
Introducing Weaviate Agent Skills
It has never been easier to build software. With tools like Claude Code, Cursor, and GitHub Copilot, we’ve…
Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required
Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly…
Oversight Assistants: Turning Compute into Understanding
Currently, we primarily oversee AI with human supervision and human-run experiments, possibly augmented by…
State of AI: December 2025 newsletter
Dear readers, Welcome to the latest issue of the State of AI, an editorialized newsletter that covers the key…
Three Years from GPT-3 to Gemini 3
I’ve been testing Google’s new Gemini 3 model. It is very good. But rather than give you benchmark…
An Opinionated Guide to Using AI Right Now
Every few months I write an opinionated guide to how to use AI1, but now I write it in a world where about…
Understanding the 4 Main Approaches to LLM Evaluation (From Scratch)
How do we actually evaluate LLMs?It’s a simple question, but one that tends to open up a much bigger…
AdalFlow: A PyTorch-Like Framework to Auto-Optimizing Prompt for your LLM agent
AI Agent frameworks are becoming just as important as model training itself! I am excited to introduce you to…
Last Week to Register: Build Production-Ready Agentic-RAG Applications From Scratch Course!
This is the last week to register for the Build Production-Ready Agentic-RAG Applications From Scratch…
On Working with Wizards
In my book, Co-Intelligence, I outlined a way that people could work with AI, which was, rather…
A guide to understanding AI as normal technology
When we published AI as Normal Technology, the impact caught us off guard. It quickly became the most…
Online versus Offline RL for LLMs
(from [2, 5, 7, 9, 10])The alignment process teaches large language models (LLMs) how to generate completions…
Build Production-Ready Agentic-RAG Applications From Scratch Course: What we are going to build
On Saturday, September 27th, I am launching a new course: Build Production-Ready Agentic-RAG Applications…
Mass Intelligence
More than a billion people use AI chatbots regularly. ChatGPT has over 700 million weekly users. Gemini and…
New Course: Build Production-Ready Agentic-RAG Applications From Scratch
On Saturday, September 27th, I am launching a new course: Build Production-Ready Agentic-RAG Applications…
The Bitter Lesson versus The Garbage Can
One of my favorite academic papers about organizations is by Ruthanne Huising, and it tells the story of…
Updated age ratings in App Store Connect
The App Store is designed to be a safe and trusted place for all ages, including children. The age rating…
Meta Superintelligence – Leadership Compute, Talent, and Data
Meta’s shocking purchase of 49% of Scale AI at a ~$30B valuation shows that money is of no concern for the…
Reward Models
(from [1, 2, 4, 14])Reward models (RMs) are a cornerstone of large language model (LLM) research, enabling…
AI metrics
In the early days of the consumer Internet, a lot of metrics floated around and no-one was clear what to…
GenAI’s adoption puzzle
This chart is very ‘glass half-empty or half-full?’, and it’s a puzzle. You could say that this is…