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Rich Stokoe

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What if your Operating System was an LLM?

Posted on March 13, 2026March 13, 2026 by rich

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…

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TOON – The AI Data Format Designed to Save You Money

Posted on November 3, 2025November 4, 2025 by rich

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…

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Building a 2nd Brain: Your Personal, AI-Augmented Knowledge Manager

Posted on October 19, 2025October 19, 2025 by rich

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…

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State of the AI Nation 5: Walking the Talk

Posted on September 12, 2025September 12, 2025 by rich

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…

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State of the AI Nation 4: Open AI Update

Posted on April 22, 2024September 11, 2025 by rich

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…

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Q-Day and Post-Quantum Cryptography

Posted on February 3, 2024February 3, 2024 by rich

The day is coming where the technology that keeps our information safe as it travels across the internet stops working.

In this article we explore the risks and how we can start protecting our data now.

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Announcing: Better .NET Templates

Posted on December 30, 2023December 30, 2023 by rich

The default .NET templates have become advertisements for new .NET features and are no longer fit for teams to use to build well-architected, maintainable solutions with good design patterns.

So I’ve started to build my own.

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State of the AI Nation 3: Finally, the Microsoft Office We All Deserve, multi-modal, and CEO swaps at OpenAI

Posted on December 13, 2023December 13, 2023 by rich

It was a struggle to find any content for State of the AI Nation 3. Nothing has really happened in the space over the last few months….. Pahaha! Microsoft Let’s start with Microsoft. I’ve been unashamedly critical of Microsoft over the past few years, and frankly they’ve earned every scathing word. The multi-trillion-dollar company is…

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Recent Posts

  • What if your Operating System was an LLM?
  • TOON – The AI Data Format Designed to Save You Money
  • Building a 2nd Brain: Your Personal, AI-Augmented Knowledge Manager
  • State of the AI Nation 5: Walking the Talk
  • Learning to Fly: Lesson 25 (Video)
  • Learning to Fly: Lesson 24
  • Learning to Fly: Lesson 23 (Full Flight Video)
  • State of the AI Nation 4: Open AI Update
  • Learning to Fly: Lesson 22
  • Q-Day and Post-Quantum Cryptography
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