Even worse is that Youtube can and will override your classification if it deems a video to be for children, and it now has automatic bots to do so, along with

Even worse is that Youtube can and will override your classification if it deems a video to be for children, and it now has automatic bots to do so, along with a lengthy appeals process where you remain without data and exposed to legal risk. This was requested by the COPPA politicians as a "technology backstop" as they always misunderstand how tech and AI works, and were warned that it would lead to bad side effects like this.