Machine studying to automated daydreaming: lecturers map way forward for AI

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Imperial lecturers have plotted the roles that AI might play in our future society in a brand new map that connects actuality to science fiction.

The Automated Futures Map is designed to indicate how totally different AI instruments and strategies hyperlink collectively and the way they might pave the best way to future technologies which have but to be realised.

Existing brain-computer interface applied sciences might in the future show to be a stepping-stone in direction of shared dreaming, the recording of our inside monologues, or cyborg rights, in response to the map. Similarly, natural language processing expertise might advance to permit us to develop earbuds that may translate speech from one language to a different instantaneously, and even enable us to speak with different species.

Far edges of our creativeness

The map was designed by Imperial’s Tech Foresight group, who collaborate with Imperial lecturers to discover breakthrough applied sciences and assess their potential impression on people, society and companies sooner or later.

While among the applied sciences on the map might sound fantastical, it’s designed to reveal the breadth of labor going down inside AI and robotics, present the hyperlinks between totally different applied sciences, and discover what the way forward for the sector may appear like.

Dr. Antoine Cully from the Department of Computing was the lead tutorial concerned within the map’s creation. He stated: “AI is actually a vast field, and not everybody realises this. Even as an AI researcher, some areas are still alien to me. What we have tried to do with the map is create a visual representation of where we are now with AI technologies, how it all fits together, and were this might lead us both in the realistic medium-term and at the far edges of our imagination.”

“Some technologies we thought were impossible just a few decades ago are now commonplace. Image recognition used to be the stuff of science fiction but is now used by social media channels to identify who is in photos. It has seen huge leaps over the last few years.”

Dystopian imaginings

Many folks get caught up in dystopian imaginings of the long run when they consider the way forward for AI and robotics, Dr. Cully says: “The idea of, for example, self-healing robots tends to scare people because they imagine cyborg uprisings the likes of which are seen in films. In reality if you locked the world’s most advanced autonomous robots in a room right now the most dangerous thing they would do is start hoovering the floor. Robots at the moment are very useful for defined tasks, but tend to struggle outside of, for example, a factory setting.”

“People are all the time asking what the following nice leap in AI shall be. It’s the million-dollar query. One thrilling utility is using AI in artistic fields like videogames. Not solely by way of synthetic gamers, however for content material creation and huge world constructing. There are already AI techniques that may play roleplaying video games like Dungeons and Dragons and that may reply to gamers in what looks as if a completely artistic method.

“At the identical time, using AI in medical contexts is quickly advancing, for instance to assist determine the best treatment strategies for patients with illnesses like sepsis. Rather than being a risk to humanity, AI techniques are serving to us defend it”

Gaze-controlled robotic arm for the speech and motor impaired

Machine studying to automated daydreaming: lecturers map way forward for AI (2020, September 29)
retrieved 30 September 2020

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