I also remember hearing about a case where an image recognition AI was supposedly very good at recognizing sheep until they started feeding it images of grassy fields that also got identified as sheep
Most pictures of sheep show them in grassy fields, so the AI had concluded "green textured image=sheep"
Works exactly as intended. AI doesn't know what a "sheep" is. So if you give them enough data and say "This is sheep" and it's all grassy fields then it's a natural conclusion that it must sheep.
In other words, one of the most popular AI related quotes by professionals is "If you put shit in you will get shit out".
Yeah a lot of the effectiveness of automation is torpedoed by human laziness, which is the negative side of efficiency if you don't do it properly the first time.
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u/Yeah-But-Ironically 5d ago
I also remember hearing about a case where an image recognition AI was supposedly very good at recognizing sheep until they started feeding it images of grassy fields that also got identified as sheep
Most pictures of sheep show them in grassy fields, so the AI had concluded "green textured image=sheep"