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A new AI training program helps robots own their ignorance

Author: Maria Temming / Source: Science News

delivery bot
WATCH AND LEARN Shadowing humans on the job could help such autonomous robots as delivery bots (one shown) and self-driving cars recognize shortcomings in their own training.

HONOLULU — A new training scheme could remind artificial intelligence programs that they aren’t know-it-alls.

AI programs that run robots, self-driving cars and other autonomous machines often train in simulated environments before making real-world debuts (SN: 12/8/18, p. 14). But situations that an AI doesn’t encounter in virtual reality can become blind spots in its real-life decision making. For instance, a delivery bot trained in a virtual cityscape with no emergency vehicles may not know that it should pause before entering a crosswalk if it hears sirens.

To create machines that err on the side of caution, computer scientist Ramya Ramakrishnan of MIT…

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