Questions tagged [ai-winter]

For questions related to AI winters, which are periods of reduced funding and interest in artificial intelligence research, due to unmet expectations after a period of hype. There have been at least two major AI winters in 1974-1980 and 1987-1993.

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Did Minsky and Papert know that multi-layer perceptrons could solve XOR?

In their famous book entitled Perceptrons: An Introduction to Computational Geometry, Minsky and Papert show that a perceptron can't solve the XOR problem. This contributed to the first AI winter, resulting in funding cuts for neural networks.…
rcpinto
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Are AI winters inevitable?

According to Wikipedia (citations omitted): In the history of artificial intelligence, an AI winter is a period of reduced funding and interest in artificial intelligence research. The term was coined by analogy to the idea of a nuclear winter. The…
Left SE On 10_6_19
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How do we know that now artificial intelligence will really take off?

A lot of people are claiming that we are at an inflection point, and machine learning/artificial intelligence will take off. This is in spite of the fact that for a long machine learning has stagnated. What are the signals that indicate that…
alpha_989
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What happened after the second AI winter?

I know this is a very general question, but I'm trying to illustrate this topic to people who are not from the field, and also my understanding is very limited since I'm just a second-year physics student with a basic understanding of R and Python.…
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Did the unsolved XOR problem in "Perceptrons: An Introduction to Computational Geometry" 1969 book really cause the winter of the AI in 1974?

Winter of AI definition: periods of reduced funding and interest in artificial intelligence research, due to unmet expectations after a period of hype. There have been at least two major AI winters in 1974-1980 and 1987-1993. I read this question:…