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The cynic in me says because I resent being forced to help multi-billion dollar companies crowdsource their AI training. The techno-optimist in me says because
by MontyCarloHall 4y ago
The cynic in me says because I resent being forced to help multi-billion dollar companies crowdsource their AI training.
The techno-optimist in me says because I want to force them to improve their underlying models. When their engineers notice that their model struggles with weird edge cases that I purposefully mislabel (e.g. when prompted to select images containing motorcycles, I also pick a mountain bike with fat, motorcycle-sized tires), perhaps they will contemplate how to rigorously encode the concepts of “motorcycle” and “mountain bike” into their model, rather than simply pushing an abundance of training data through a black box classifier and hoping that by adding more crowdsourced data, it will eventually arrive at the right answer.