Mind Matters Natural and Artificial Intelligence News and Analysis

TagCommon sense

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Border collie dog catching frisbee in jump

Researchers Disappointed By Efforts to Teach AI Common Sense

When it comes to common sense, can the researchers really dispense with the importance of life experience?

A recent experiment showed that AI still does not show common sense: “Current machine text-generation models can write an article that may be convincing to many humans, but they’re basically mimicking what they have seen in the training phase,” said [PhD student Yuchen] Lin. “Our goal in this paper is to study the problem of whether current state-of-the-art text-generation models can write sentences to describe natural scenarios in our everyday lives.” University of Southern California, “New test reveals AI still lacks common sense” at ScienceDaily The paper is open access. Essentially, fake news bots can sound like the New York Times or marketing copy by generating mimics, after taking in thousands of natural examples. But it isn’t thinking about any…

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A black cat plays with a robotic vacuum cleaner that cleans the floor.pet playing with robot vacuum cleaner

Sci-fi Saturday: The Disabled Robot Vet Gets a Job Grooming Cats

Definitely worth your five minutes, in part in order to see what cartoonists can do in sci-fi with animated stills.

“A Robot is a Robot” at DUST by Danish cartoonists Emil Friis Ernst and Nilas Røpke Driessen (February 2, 2021, 05:49 min) tells a tale: “A disabled robot war veteran finds its home among humans in the tender care of an old lady, and her hair salon for cats.” The story is told, intriguingly, as a series of cartoon stills and animated stills, beginning with the robot veteran begging on the sidewalk, whereupon the old lady takes him in. The robot floats on a single wheel and has a body like a metal tea cozy — a nice change from the more “android” type. She employs the robot to groom cats, who seem to appreciate his work, until he encounters…

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Close-up view of 'one way' road sign with blurred building in the background. Manhattan, New York City, United States of America.

Flubbed Headlines: New Challenge For AI Common Sense

I propose a new challenge: Teach computers to correctly understand the headline “Students Cook and Serve Grandparents”

Many high tech companies, including Microsoft, are headquartered near the coast in the state of Washington. The executives must have been terrified when they read the headline: “Tuna Biting Off Washington Coast” But wait. Tuna are not chomping on Seattle beaches. The headline, meant to convey good news for fishermen, can be read that way of course. We use common sense to identify the intended meaning and the incorrect interpretation makes us smile. But AI has trouble doing this because it lacks common sense. To solve the problem of AI’s lack of common sense, Microsoft’s co-founder Paul Allen (1953–2018) poured big bucks into Seattle’s Allen Institute for Artificial Intelligence. “To make real progress in A.I., we have to overcome the…

Futuristic and technological scanning of the face of a beautiful woman for facial recognition and scanning to ensure personal safety.

Teaching Computers Common Sense Is Very Hard

Those fancy voice interfaces are little more than immense lookup tables guided by complex statistics

Researchers at the Allen Institute for Artificial Intelligence (AI2) published a paper recently, deflating claims of rapid progress toward giving computers common sense.

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バイナリーコードの背景

Superintelligent AI Is Still a Myth

Neither the old classical approaches nor the new data scientific angle can make any headway on good ol’ common sense

The official Winograd Schema Challenge, organized by Levesque and friends to see if AI could learn common sense, was retired officially in 2016 for the embarrassing reason that even the well-funded bleeding age Google Brain team performed poorly on a test set of a few hundred questions.

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Snowman against Alpine panorama

If You Think Common Sense Is Easy to Acquire…

Try teaching it to a state-of-the-art self-driving car. Start with snowmen.
No sensible driver would stop and wait for a snowman. But a self-driving car very well might. And it’s not only snowmen that challenge AI; it is a broad range of unexpected encounters. Read More ›