Guides
AI vs Machine Learning vs Deep Learning: The Real Family Tree
Three terms used interchangeably, three different things. A clean mental hierarchy from Dartmouth 1956 to today's LLMs — once and for all.
1️⃣ Foundations
Guides
What Is a Transformer? The 2017 Architecture Behind Every LLM
How an eight-author Google paper from 2017 quietly became the architecture under every modern LLM — and why attention, not size, was the trick.
Guides
What Is an LLM? The Plain-English Guide With No Math, No Hype
Inside the prediction machine: what large language models actually do, how they learn, and why they sometimes lie with total confidence.
Guides
How AI Was Born: The Seventy-Year Path From Turing to ChatGPT
Seven decades of bold ideas, brutal winters, and one quiet 2017 paper. The honest story of how AI went from thought experiment to ChatGPT.
Guides
What Is AI, Really? A Clear, Honest Guide for Curious Readers
Plain definitions, real models, honest limits. Understand what AI actually is, what it isn't, and why this moment is different from the last 60 years.