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When I was a child, I saw a movie “Almost Perfect”, although the style of the movie belongs to funny and nonsense comedy. But it’s because of this movie that I refresh the concept of the idiom of “Almost Perfect”. I always thought that “Almost Perfects” was about regret, but now I think it’s just because of the lack of that that that it sets off the beauty. There are few things in life that are perfect. It’s just the so-called people have joys and sorrows, the moon waxed and wanes, life had the impermanence of parting.
There is no denying that artificial intelligence is not perfect, and it also has defects. But imperfection doesn’t mean that it doesn’t provide value. We need to understand why there are defects. Therefore, we need to understand the three key areas in which AI produces defects: implicit bias, bad data, and high expectations.
1、 Invisible prejudice
When it comes to prejudice, we tend to think about these issues. How do people deal with the unknown? How do they deal with the social environment? What does “right” or “fair” behavior mean? If people can’t identify, define and solve these problems, how will they teach…
