Google and others are building AI systems that doubt themselves
“AI will make better decisions by embracing uncertainty.
The most powerful approach in AI, deep learning, is gaining a new capability: a sense of uncertainty.
Researchers at Uber and Google are working on modifications to the two most popular deep-learning frameworks that will enable them to handle probability. This will provide a way for the smartest AI programs to measure their confidence in a prediction or a decision—essentially, to know when they should doubt themselves…”
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http://www.impactlab.net/2018/01/19/google-and-others-are-building-ai-systems-that-doubt-themselves/
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