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The Shape of AI: Jaggedness, Bottlenecks and Salients
Back in the ancient AI days of 2023, my co-authors and I invented a term to describe the weird ability of AI…
From DeepSeek V3 to V3.2: Architecture, Sparse Attention, and RL Updates
Last updated: January 1st, 2026Similar to DeepSeek V3, the team released their new flagship model over a…
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…
AI, networks and Mechanical Turks
Any consumer internet system with critical mass becomes, in part, a Mechanical Turk. It looks at what the…
State of AI: November 2025 newsletter
Dear readers, Welcome to the latest issue of the State of AI, an editorialized newsletter formerly known as…
RL without TD learning
In this post, I’ll introduce a reinforcement learning (RL) algorithm based on an “alternative”…
T5Gemma: A new collection of encoder-decoder Gemma models
In the rapidly evolving landscape of large language models (LLMs), the spotlight has largely focused on the…
🪩 The State of AI Report 2025 🪩
Hi everyone!The day is finally here: I’m thrilled to share the State of AI Report 2025 with you!In short,…
Hello Developer: October 2025
Hello Developer: October 2025 October 7, 2025 This month: Watch a new code-along video to discover how to use…
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…
xAI’s Colossus 2 – First Gigawatt Datacenter In The World, Unique RL Methodology, Capital Raise
Much has been written about xAI’s Colossus 1. The Memphis build belongs in the history books: the largest…
Another Giant Leap: The Rubin CPX Specialized Accelerator & Rack
Nvidia announced the Rubin CPX, a solution that is specifically designed to be optimized for the prefill…
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…
Understanding and Implementing Qwen3 From Scratch
Previously, I compared the most notable open-weight architectures of 2025 in The Big LLM Architecture…
The Rise of Cloud Coding Agents
Welcome to another post in the AI Coding Series, where I'll share the strategies and insights I've developed…
Amazon’s AI Resurgence: AWS & Anthropic’s Multi-Gigawatt Trainium Expansion
Two-and-a-half years ago, we flagged a looming “cloud crisis” at AWS. Today, the evidence has mounted.…
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…
What exactly does word2vec learn?
What exactly does word2vec learn, and how? Answering this question amounts to understanding representation…
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…
DeepWiki: Understand Any Codebase
Welcome to another post in the AI Coding Series, where I'll share the strategies and insights I've developed…
GPT-5 Set the Stage for Ad Monetization and the SuperApp
To many power users (Pro and Plus), GPT5 was a disappointing release. But with closer inspection, the real…
Scaling the Memory Wall: The Rise and Roadmap of HBM
The first portion of this report will explain HBM, the manufacturing process, dynamics between vendors,…
From GPT-2 to gpt-oss: Analyzing the Architectural Advances
OpenAI just released their new open-weight LLMs this week: gpt-oss-120b and gpt-oss-20b, their first…