The next AI is no AI
Reporter: Aviva Lev-Ari, PhD, RN
Artificial Intelligence is starting to turn invisible from the outside in — and vice versa. The exact effects and workings of AI technologies are becoming..
Sourced through Scoop.it from: techcrunch.com
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Incomprehensible intelligence
Following this, we are able to perceive manifestations and presentations of artificial intelligence, but the intelligence itself becomes unknowable to humans through human senses. Currently there are two distinct traits in this development.
First, most algorithmic systems, as well as the latest advancements in AI technologies, are black boxes; inaccessible, unfathomable and uncontrollable to most people.
Therefore, it’s hard to perceive or assess how intelligent systems shape your life online and offline, from your latest song recommendations to your personalized insurance policy, not to mention the algorithmic stock market trading that shapes the global market economy affecting almost every aspect of modern life.
Concretely, when the actions of intelligent systems become more holistically intertwined with personal, social, cultural, political and economical systems, it becomes challenging to distinguish the exact effects or impact of the machine intelligence itself.
Second, AI technologies are becoming so complex that they are hard to understand — even for the experts designing and developing them. In his recent book, The Master Algorithm, machine learning expert Pedro Domingos points out that already back in 1950s scientists created an algorithm that could do something that humans couldn’t fully comprehend.
This development hasn’t changed its course; rather, to the contrary. With the current pace of AI development, even seasoned experts have a hard time keeping up.
Today’s various machine learning systems can already provide unexpected insights in varying fields, from personalization technologies to particle physics, from cooking recipes and outlandish game moves to crime prevention and bioengineering. Concretely, specialized systems can empower scientific discoveries in biology or help you choose the best route to your next meeting.
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