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In thinking about the challenge of getting artificial intelligence (AI) to understand our complex world, I recalled a Twitter post from a user of Tesla's self-driving system. The user tweeted that his car kept stopping abruptly at a particular location for no apparent reason. Then he noticed a billboard advertisement on the side of the road, featuring a sheriff holding up a stop sign. The car's vision system had interpreted this as an actual stop sign, and slammed on the brakes.
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Melanie Mitchell (Thu,) studied this question.
www.synapsesocial.com/papers/6a08a8141e0fcf4a43e8e423 — DOI: https://doi.org/10.1126/science.adm8175
Melanie Mitchell
Science
Santa Fe Institute
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