Turbotodd

Ruminations on tech, the digital media, and some golf thrown in for good measure.

Archive for November 14th, 2018

Common Sense AI

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Microsoft announced that it is acquiring conversational AI and bot development software vendor XOXCO, Inc., an Austin-based firm, for an undisclosed amount.

According to a report from ZDNet, XOXCO was founded in 2008, and has been working on conversational AI since 2013.

One of its products, Howdy.ai, has been described as one of the first commercially available bots for Slack that helps schedule meetings.

Though it may be great for scheduling meetings, a new article in WIRED suggests that artificial intelligence and deep learning could stand to gain some common sense:

Deep learning is the reigning monarch of AI. In the six years since it exploded into the mainstream, it has become the dominant way to help machines sense and perceive the world around them. It powers Alexa’s speech recognition, Waymo’s self-driving cars, and Google’s on-the-fly translations. Uber is in some respects a giant optimization problem, using machine learning to figure out where riders will need cars. Baidu, the Chinese tech giant, has more than 2,000 engineers cranking away on neural net AI. For years, it seemed as though deep learning would only keep getting better, leading inexorably to a machine with the fluid, supple intelligence of a person.

But some heretics argue that deep learning is hitting a wall. They say that, on its own, it’ll never produce generalized intelligence, because truly humanlike intelligence isn’t just pattern recognition. We need to start figuring out how to imbue AI with everyday common sense, the stuff of human smarts. If we don’t, they warn, we’ll keep bumping up against the limits of deep learning, like visual-recognition systems that can be easily fooled by changing a few inputs, making a deep-learning model think a turtle is a gun. But if we succeed, they say, we’ll witness an explosion of safer, more useful devices—health care robots that navigate a cluttered home, fraud detection systems that don’t trip on false positives, medical breakthroughs powered by machines that ponder cause and effect in disease.

I look forward to having an argument with a bot…someday.

Written by turbotodd

November 14, 2018 at 11:05 am

Posted in 2018, AI, microsoft, Uncategorized

Tagged with , ,

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