Ep 842: Generative AI: How it works and why it matters in 2026 more than ever (Start Here Series Vol 1)
August 17, 2026
AI Summary
5 min readNearly 900 million people now use ChatGPT weekly—more than the entire population of Europe. The internet took eight years to reach 100 million users; ChatGPT did it in two months. And 40% of working-age Americans now use generative AI, a level the internet took seven years to reach. This is the fastest technology adoption in human history, and according to Jordan Wilson, host of the Everyday AI Podcast, the window to get serious about it is closing fast.
Wilson launches a "Start Here" series to reset how business leaders think about generative AI in 2026. His central argument: most people still treat AI like a 2022 chatbot, but the technology has already become something fundamentally different—an operating system that can control your computer, access your files, browse the web, and complete multi-hour knowledge work tasks in minutes. The gap between AI-fluent workers and everyone else is widening every day.
The transformer that changed everything
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What you'll learn
- 1 (05:10) **Setting the Stage: Why Generative AI is Unavoidable** - Jordan Wilson frames the explosive adoption of generative AI and why it's now table stakes, not a competitive advantage.
- 2 (08:38) **From Friendly Chatbots to AI Operating Systems** - The shift from simple chatbots to full-fledged AI operating systems that control computers and access enterprise data.
- 3 (12:22) **The Origin Story: AI is Not New** - A brief history of AI, debunking the myth that it's a brand-new technology.
- 4 (17:27) **How Large Language Models Actually Work** - A plain-English explanation of the mechanics behind LLMs, from training to inference.
- 5 (21:26) **The Scale: Parameters and Context Windows** - Understanding the immense scale of modern AI systems.
- 6 (23:11) **Beyond Text: The Rise of Multimodal AI** - Generative AI now spans text, images, music, and video, and it's becoming indistinguishable from human-created content.
- 7 (25:52) **The ROI is Real: Debunking the "AI Pilot Failure" Myth** - Hard data showing that AI investments are delivering exponential returns for businesses.
+ Full timestamped outline available in the app
Show Notes
Have you ever felt overwhelmed by AI?
Like…. There’s certain aspects of Artificial intelligence that you barely understand to begin with, yet you’re expected to use it AND it’s changing every day?
I understand where you’re coming from. It’s literally my only job to use, build with and teach AI every day and that’s all I’ve done now for 3 years, and even I find it hard to keep up.
But don’t worry.
That’s where the ‘Start Here Series’ comes into play.
If one of your focuses is better understanding AI in 2026 or if you're an expert looking to double down, this Start Here Series is for you.
In our first volume, we're going back to the basics. Generative AI: How it works and why it matters in 2026 more than ever -- An Everyday AI Chat. with Jordan Wilson.
Other Start Here Series Episodes
(In the future, we'll update with other 'Start Here Series' episodes)
Start Here Series Community Sign up: Follow the Start Here Series with free access to our Inner Circle Community
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Topics Covered in This Episode:
- Generative AI Basics and 2026 Impact
- Explosive Growth of Large Language Models
- AI Adoption Rates in Enterprises
- AI Agents and Operating Systems Overview
- History and Evolution of Artificial Intelligence
- Transformer Architecture and Model Breakthroughs
- How Large Language Models Work
- Modern AI Capabilities: Multimodal Tools
- Quantifying ROI for Generative AI Investment
- W
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