Abbreviated, censored, or light profanity (like “hell” or “damn”) in the title, thumbnail, or video. Moderate profanity (like “shit” or “bitch”) used in the video. Infrequent usage of strong profanity (like the "f-word”) after the opening or up to twice in approx. the first 30 seconds of the video; or strong profanity in a music video.
So a video can drop an f-bomb twice in the first 30 seconds but a few times across 10 seconds of the video is frequent?
They're probably running scripts on the content and likely not basing decisions on human review of any kind.
If they have any human review, it's probably contactors, reviewing only the 3 second clip of the 1.5 hr video, the tiny part that was flagged by the algorithm and understanding very little.
This is more than a one dimensional “just don’t have any curse words or non family friendly content in your videos because it’s entirely your own fault if YouTube flags it capriciously ” kind of issue.
Too many times I’ve heard of this failure mode. Did humanity fundamentally lost against AI?
There is not even a word spoken in it.
Why did user choice go away?
More importantly, while he could use youtube's tools to remove the profanity, it doesn't matter because they've also flagged it for Sex and Nudity.