Yes, which is why if you're serious you will exclusively use the terminal to protect your computer from even the passing chance of being exposed to a so called "image file".

In all seriousness, compilation and model training are lossy processes and erase a lot of the context needed to understand the output (and with model training we don't fully understand it even with access to the training data). Images aren't necessarily derivative of anything, so the analogy breaks down here.