Is sustainable deep learning possible?

In June, American company OpenAI unveiled the world's largest text generator. Called GPT-3, the new artificial intelligence model can, among other things, write creative fiction and translate legal jargon into plain English, two functions that have been achieved using deep learning.

Since the 1950s, the development of artificial intelligence has required more and more energy, which in turn has led to a steep rise in the pollution it creates. We have now reached a point where the scientific community in the field fears that if the issue is not resolved soon, the very future of deep learning will be at risk. So if it is to survive, machines, programs and all computer equipment involved in deep learning will have to use much less energy.

Education Education Latest News, Education Education Headlines

Similar News:You can also read news stories similar to this one that we have collected from other news sources.

Is sustainable deep learning possible? | Malay MailBOSTON, Aug 17 — Training a deep learning machine causes as much pollution as the emissions of five automobiles over their lifetime. Not surprisingly, researchers are working on new methods with a view to reducing the carbon footprint of these machines. In June, American company OpenAI unveiled...
Source: malaymail - 🏆 1. / 86 Read more »

What is deep learning? And how is it different from AI?Deep learning is a branch of machine learning, which in turn is a subset of AI. FMTNews FMTLifestyle ArtificialIntelligence
Source: fmtoday - 🏆 5. / 72 Read more »

Judge to rule on tahfiz fire murder trial tomorrow | The Malaysian Insight19-year-old to learn fate, accused of setting school ablaze in 2017, killing 23 people.
Source: msianinsight - 🏆 8. / 63 Read more »