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Mind Matters Reporting on Natural and Artificial Intelligence

TagHealth Care

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Why Depend on Only One Source for Modeling AI in Healthcare?

We may be missing many of the ways AI can help us

As we struggle with the COVID-19 crisis, many are beginning to ask hard questions about how our system works, its strengths, weaknesses, and vulnerabilities. One vulnerability might be too heavy reliance on a single source for data modeling and predictions. Considering all the uses to which AI may be put in health care, getting our guidance exclusively from the Institute for Health and Metric Evaluation for modeling is reckless.

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1: IBM’s Watson Is NOT Our New Computer Overlord

AI help, not hype: It won at Jeopardy (with specially chosen “softball” questions) but is not the hoped-for aid to cancer specialists
One problem that has dogged Watson has nothing to do with AI or medicine. The journalism around the introduction of projects like Watson is long on the Gee Whiz! An Electronic Brain! It Won at Jeopardy! And it is short on systematic inquiry as to outcomes versus goals. Read More ›
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Too Big to Fail Safe?

If artificial intelligence makes disastrous decisions from very complex calculations, will we still understand what went wrong?
A neuroscientist offers an example of the kind of thing that can go wrong, while the AI system is still small and focused enough to be easily understood: Read More ›