this post was submitted on 03 Jan 2025
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One time I tried explaining to a colleague that a particular paper using an ML model to determine sexual orientation based on selfies was stupid as shit. Sexual orientation is not something you can confirm (gender is a social construct and sexual orientation is self-reported), nor it it encoded in a person's face, so hello ontological error^[1]^.
This colleague's response was "that's how science works." Assuming that he knew that computer science isn't really a science^[2]^, I told him it suggested a fundamental misunderstanding of science, which resulted in the following exchange:
It's like these dorks saw this one amusing xckd comic, missed the point entirely, and then decided they wanted to be the physicist in the panel?
[1]: The model is also less accurate than
ignoring the ontological error.
[2]: I have never once heard a single part of the scientific method brought up since I started computer science. When I was hanging out with the pure mathematicians, they seemed to generally get this: A formal system alone is not fucking science, even if you're using it to model the real world.
[3]: I was at the "all but dissertation" stage of my PhD. Now I'm at the "starting from scratch" phase.