AI's Historical Turning Point

There was a time when saying “AI” in serious academic circles was almost a mark against you. After multiple AI winters, the term carried a faint smell of overpromising — the kind of thing that made rigorously trained computer scientists frown and ask: why would you believe in something you can’t verify?

Geoffrey Hinton remembers that era well. He’s described heated arguments with colleagues who questioned his commitment to neural networks. The skepticism wasn’t polite.

And then: the 2018 Turing Award. The 2024 Nobel Prize in Physics. Demis Hassabis taking the Nobel in Chemistry the same year for AlphaFold. The researchers who were once dismissed for pursuing neural networks are now the people who reshaped the world.

AI is changing everything. The lesson isn’t that the skeptics were stupid — it’s that transformative ideas often look foolish first.

https://youtu.be/d95J8yzvjbQ?si=pNqqz52EE6Kt4baJ

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