I recently posed myself a question: what if your operating system understood English? And so began a little thought experiment…. Your operating system (OS) consists of a windows, a desktop wallpaper showing a recent holiday and a collection of small tools that help you manage files, run programs, and interact with your hardware. Your OS…
Author: rich
TOON – The AI Data Format Designed to Save You Money
TOON, or Token-Oriented Object Notation, is a new format designed to reduce token usage when passing information to large language models (LLMs), thereby reducing cost. Passing data to LLMs is essential to provide the context needed so that it understands what is being asked of it. That data might be a simple chat message, like…
Building a 2nd Brain: Your Personal, AI-Augmented Knowledge Manager
People use their brains differently today than they did 30 years ago. In 1995, we all had to learn and retain knowledge. Referencing books and even using Microsoft Encarta was slow and cumbersome. And then Google arrived. In the early 2000s, we learned fewer things and retained less knowledge, but we started to learn and…
State of the AI Nation 5: Walking the Talk
It’s been a while since I last offered my perspective on the world of AI. A lot has happened so this will be a big one… The key takeaways: Agents The most significant and exciting changes in AI revolve around giving large language models the ability to not only chat back to you but to…
Learning to Fly: Lesson 25 (Video)
This weekend I took to the (moody) skies again in the brilliant Aquila A211 at Teesside Airport. After a very dodgy takeoff on my 1st lesson in the Aquila, and a landing that required instructor intervention to arrest our descent rate over the runway, I approached this lesson with some trepidation – and a lot of humility.
Learning to Fly: Lesson 24
This lesson is a big turning point in my journey towards my pilot’s license. First, I’m moving flying schools and, second, I’m changing aircraft!
Learning to Fly: Lesson 23 (Full Flight Video)
After just over 4 months since my last flying lesson I’m resuming my navigation training, this time with a solo navigation to historic Durham City. I brought the GoPro with me so you can join me on this flight from Eshott in Northumberland to Durham and back, through the controlled Class D airspace of Newcastle…
State of the AI Nation 4: Open AI Update
This is the 4th state of artificial intelligence nation. You can read the previous editions here: AI in the last few months has been all about the Benjamins. Cash is invading AI faster than ever, except where it isn’t, and that place will surprise you. Open AI Update Since the last SOTAIN, Open AI is…







