However, this is how we train machine learning systems. I enjoy this as a social or artistic commentary in that way. How would you like to be trained this way, or what do you learn from being trained this way.
It implies, all knowledge is a convention we adopt and the ability to match or reproduce it.
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I can do what the task asks, almost entirely, score TDB, but it reminds me of surveys with rigged questions. It's technically correct, technically a majority of people answered questions in a predictable way, and "predictable" will be argued "correct".
Searching for fallacy leading questions in surveys, I found https://www.cagw.org/thewastewatcher/fallacy-surveys-and-stu... examining misleading net neutrality surveys cited in Congress, a mix of topics able to draw discussion.