Algorithms Quote by Geoffrey Hinton

“In deep learning, the algorithms we use now are versions of the algorithms we were developing in the 1980s, the 1990s. People were very optimistic about them, but it turns out they didn't work too well.” quote by Geoffrey Hinton — Download Open image

“In deep learning, the algorithms we use now are versions of the algorithms we were developing in the 1980s, the 1990s. People were very optimistic about them, but it turns out they didn't work too well.”

Geoffrey Hinton

About This Quote

Source Lecture: 2023, Deep Learning History

Current AI methods are refinements of older algorithms that were once over‑hyped and underperformed.

In simple terms: Modern AI builds on past ideas that didn’t work well.

Key Takeaway

Learn from past AI limitations.

Themes

AI evolution historical context technological optimism

Mood

analytical cautious

Type

academic historical

When to use this quote

algorithm design
academic study
industry application
education

Key Concepts

machine learning research methodology

Questions to Reflect On

What lessons from early AI can guide current research?
How do we avoid repeating past over‑optimism?

A Different Perspective

Past failures may not predict future breakthroughs.

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Algorithms Algorithms Use Artificial intelligence Deep learning Developing Learning Learning Algorithms Optimistic People Technology Turns Use Versions Versions Algorithms Wells

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