Op-Ed: AI flaws could make your next car racist (via latimesopinion)
, and use that training to determine appropriate behavior. But, if the footage doesn’t include lots of examples of specific behaviors, like how to slow down near emergency vehicles, the AI will not learn the appropriate behaviors. Thus, they crash into ambulances.
Given these types of disastrous failures, one recent trend in machine learning is to identify these neglected cases and create “synthetic” training data to help the AI learn.
To be sure, synthetic Black people have been depicted in film, such as in last year’s Pixar movie “Soul.” But, the lighting artists found that they had to push the software far outside its default settings and learn all new lighting techniques to create these characters. These tools were not designed to make nonwhite humans; even the most technically sophisticated artists in the world strained to use them effectively.
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