Artificial Intelligence
History of Machine Learning Timeline: From Perceptrons to LLMs
Machine learning has a strange history: it spent decades as AI’s unfashionable sibling, then ate the entire field. The symbolic AI researchers of the…
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AI History
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Artificial Intelligence
The First AI Robot in History: From Tortoises to Shakey
When people ask about the first AI robot, they’re usually picturing something like Shakey — the famous 1960s machine that could look at its…
Artificial Intelligence
The Expert Systems Era: AI’s First Boom, Then Its First Big Bust
Before deep learning, before the current AI boom, there was a different AI revolution — one built not on neural networks but on hand-coded…
Artificial Intelligence
ELIZA and the General Problem Solver: AI’s First Programs
Before neural networks, before machine learning, before the term “AI” had any commercial meaning — there were two programs, built in the late 1950s…
Artificial Intelligence
AI Breakthroughs of the 2010s: The Decade That Changed Everything
If you had to pick one decade when AI went from academic curiosity to world-shaping technology, it’s the 2010s — no contest. The decade…
Artificial Intelligence
How Long Does It Take to Learn AI? A Realistic Timeline
“How long does it take to learn AI?” is the question I hear most, and the honest answer is the one nobody wants: it…
Artificial Intelligence
What Is AI Winter? The Boom-and-Bust History of AI
AI feels inevitable now — like it was always going to succeed. It wasn’t. Twice in living memory, artificial intelligence went from the most…
Artificial Intelligence
History of Artificial Intelligence: From 1950s Dreams to Today’s Reality
Everyone talks about AI like it appeared out of nowhere in 2022. It didn’t. I’ve spent years reading the actual papers and testing the…