How will robots see humans in the future?Father of Recurrent Neural Networks: Like Ants

AsiaIndustrial NetNews: According to The Guardian, theRobotIn the future, German computer scientist Jürgen Schmidhuber, the father of recurrent neural networks, said in an interview, “In the future, robots will pay attention to us as we pay attention to ants.” He It is also claimed that artificial intelligence will surpass human intelligence by 2050.

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In a studio behind a warehouse west of Berlin, a group of international scientists discuss our robotic future. An engineer from a major European automaker is publishing a cautiously optimistic report on the progress of self-driving cars. He explained that robotic cars are learning to distinguish between cars and relatively vulnerable moving objects such as pedestrians and cyclists. Some robotic cars are already better than humans at distinguishing between different dog breeds. “But of course, these are just small advances,” he said.

Then, a well-built man in a light gray suit took the stage. “It won’t be long before the smartest and most important decision makers will be humans,” he said, with the sympathetic smile of a parent explaining to teenagers the troubles of growing up. “I, we’re not on the verge of doing it again.industryRevolution, but on the verge of a new type of life, it is more like a creation explosion. “

Jurgen Schmidhuber is known as the man who will be recognized as the father of the first autonomous robots. The 54-year-old German scientist has developed algorithms that allow us to talk to our computers and our smartphones to translate Mandarin into English, but he’s not too keen on a future where robots will primarily serve humans statement.

On the contrary, he believes that machine intelligence will soon not only match human intelligence, but also surpass human intelligence. In the future, the heat-resistant robots designed and manufactured by autonomous replicating Robot factories will be able to be closer to the energy of the sun than thin-skinned humans. They will eventually colonize the asteroid belt of the Milky Way. Schmidhuber is trying to build brains for robots.

After his presentation, Schmidhuber explained that in a laboratory in Lugano, the Swiss Alps, his company Nnaisense was already developing systems that could act like babies, and they had put some small experiments on those systems, in order for them to understand how the world works. He calls this “true AI.” The only problem is that they’re still too slow—there are currently only 1 billion neural connections, compared to about 100 trillion connections in the human cerebral cortex.

“However, our current trend is that our computers will be 10 times faster every five years, and unless this trend stops, it will only take 25 years for us to develop recurrent neural networks comparable to the human brain. The level of intelligence is not many years away, such as that of crows or capuchins.”

How many years is that exactly? “I think years are better than ten years, but I don’t want to limit myself to a four- to seven-year time frame.”

When asked why he was so confident in his schedule, he mentioned the hyperdrive. Our discussion jumps from the Big Bang to the Neolithic revolution, from the invention of gunpowder to the birth of the World Wide Web. Schmidhuber points out that the interval between major events in the history of the universe seems to be shortening exponentially—the interval between two milestone events is about a quarter of the interval before. Following this pattern, it seems likely that machine intelligence will surpass human intelligence by 2050.

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Published on 09/19/2022