In Episode 1, we explored the big picture of AI and national sovereignty. But before moving forward, I wanted to hit pause and create something different: a pit stop episode, a crash course, a decoder. Welcome to Episode 1.5 — AI 101, explained without the jargon.
In this episode, I take you on a guided journey through the essentials of AI — how it works, why it matters, and what you really need to know to have smart conversations about it. Whether you’re completely new to the field or already working with AI tools, you’ll find this episode both accessible and insightful.
We’ll rewind the tape back to the origins of AI in 1956, through ELIZA the therapist chatbot of the 1960s, to the “AI winter” of the 1980s, the deep learning breakthrough of 2012, and the explosive rise of GPT models. We’ll explore how AI evolved from niche research into the technology wave that’s reshaping business, politics, and society.
From there, we decode the acronyms and buzzwords:
LLMs (Large Language Models): autocomplete on rocket fuel.
SLMs (Small Language Models): efficient pocket-sized cousins.
Platforms vs. Models: the brain versus the body.
Parameters & Tokens: what’s inside the AI “brain” and how memory works.
Foundation Models: the raw clay that gets shaped into doctors, lawyers, and poets.
Training vs. Inference vs. Fine-Tuning: how models learn and specialize.
We’ll then dive into the hardware story — what GPUs actually are, why they’re essential for AI, and why they’ve become the new oil of the digital age. You’ll hear why Nvidia’s H100 chips cost more than cars, why entire nations are scrambling to secure them, and why supply bottlenecks make GPUs the most strategic commodity on the planet.
And because AI is moving beyond words, we’ll explore multimodal AI — models that don’t just process text, but also images, audio, and video. Imagine talking to an AI that can see your world, hear your voice, and respond in real time — that’s where we’re headed.
By the end of this episode, you won’t just recognize the buzzwords — you’ll own them. You’ll understand what they mean, how they connect, and why they matter. You’ll be able to spot hype from reality, and you’ll be able to explain AI concepts to anyone — whether it’s your boss, your team, or your family at dinner.
This is AI decoded — made simple, engaging, and practical.
So, if you’ve ever thought: “I wish someone could explain AI to me in plain English, without dumbing it down, but also without drowning me in jargon”… that’s exactly what Episode 1.5 delivers.