This summer, some were simply agog over “Sophia, the First Robot Citizen” (“unsettling as it is awe-inspiring”)
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The thrill of fear invites the reader to accept a metaphorical claim as a literal fact.
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To end the year, here is our Top Ten Exaggerations, Hyperbole, and Failures list of hype news in artificial intelligence.
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The worst trap that people who are pursuing automation fall into is the desire to automate everything. That’s usually a road to disaster. Automation is supposed to save time and money, but it can wind up costing you both if you don’t carefully consider what you automate.
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Enormous data sets compiled by Big Data methods have a higher probability of meaningless correlations than smaller ones compiled by traditional methods. More than ever, common sense is needed. And common sense only comes from programmers writing their own common sense into the software.
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Some consumer robotics will surely find a place under the Christmas tree. The robotic vacuum cleaner market is healthy and expected to grow, in a world where the demand for vacuum cleaners is growing anyway, doubtless due to more urban lifestyles.
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Quantity is definitely a solved problem. STM, the “voice of scholarly publishing” estimated in 2015 that roughly 2.5 million science papers are published each year. Some are, admittedly, in predatory or fake journals. But over 2800 journals are assumed to be genuine.
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The machine that knows what we mean instead of what we say is still in the concept stage. Meanwhile, Deep Mind researcher Victoria Krakovna keeps a running list of ways that generate “a solution that literally satisfies the stated objective but fails to solve the problem according to the human designer’s intent.”
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Human life is full of these challenges. Some knowledge simply cannot be conveyed—or understood or accepted—in a propositional form. For example, a nurse counselor may see clearly that her elderly post-operative patient would thrive better in a retirement home. But she cannot just tell him so.
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