As much as I would like to agree to the "AI models do not understand, they just predict the next token", I feel the author of the research does not use valid arguments. Language is more than text? Fine, I could turn on the webcam and integrate video stream into the calculations. Stomping your feet and crying about slurs in the models won't make your argument valid.