Mind Matters Reporting on Natural and Artificial Intelligence

TagCommon sense

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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 ›