Second AI Winter Explained: The Expert System Collapse (1987-2000)
The second AI winter has the strangest opening of any technology bust: it began with success. Expert systems — AI programs encoding human expertise…
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The second AI winter has the strangest opening of any technology bust: it began with success. Expert systems — AI programs encoding human expertise…
Twice in living memory, artificial intelligence went from the most exciting technology on Earth to a punchline — funding evaporated, researchers fled the field,…
Ask “who is the father of AI?” at a conference and you’ll start an argument — which tells you the title is genuinely contested,…
Ask ten people when AI was invented and you’ll get five different dates. 1956 is the most common answer — that’s when the Dartmouth…
In 1950, Alan Turing proposed a deceptively simple test for machine intelligence: if a human chatting with an unseen partner can’t tell whether it’s…
AI history isn’t a smooth upward curve — it’s a series of euphoric springs, disillusioned winters, and unexpected breakthroughs. Understanding the timeline matters because…
Deep learning is the closest thing AI has to an overnight success that took sixty years. The core idea — stacked layers of simple…
In 1973, a single government report nearly killed artificial intelligence in Britain — and sent shockwaves through AI funding worldwide. The Lighthill Report, commissioned…
In 1982, Japan announced one of the most ambitious technology projects in history: a ten-year, government-funded mission to leapfrog the world in computing by…
Every decade of AI history believed it was the decisive one. The 1950s thought intelligence would be solved in a summer. The 1980s thought…
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