What AI Actually Changed in the Tech Industry — and What It Didn't
The survey is the easy part. Having a point of view is the hard part.
Dec 30, 20244 min read88
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Series
Decoding AI: From Theory to Real-World Applications
Artificial Intelligence is reshaping our world, but how does it actually work? In this series, we’ll break down AI and Machine Learning fundamentals, explore cutting-edge advancements, and apply practical techniques to real-world problems.
AI Engineer vs ML Engineer: The Distinction Nobody Agrees On
The titles are half marketing. The difference underneath them is real.
Jan 10, 20253 min read52
AI vs AGI: The Line Got Blurry When Nobody Was Looking
We built 'narrow AI' that's unsettlingly general, and the definitions never caught up.
Jan 20, 20254 min read37
What an LLM Actually Is, Once You Strip the Magic Out
It's a next-token predictor. That sentence explains more than it has any right to.
Jan 22, 20254 min read29
Inference Is Where AI Actually Costs You
Training gets the headlines. Inference gets the bill.
Jan 23, 20253 min read15
Embeddings: How Machines Turn Meaning Into Numbers
Almost everything modern AI does with language starts with one simple trick.
Jan 24, 20254 min read40