For example. Consider a youtube channel from special effects makeup artists. A man is recorded with what Peace Love Sloths Shirt looks like a gruesome wound. And there is a voice-over from the man. Explaining the makeup methods used to simulate such damage. Without understanding the context it would be difficult for even humans to tell special effects from the real thing. However, this wouldn’t be considered offensive by many reasonable people. Without knowing the context can you tell. If this is a legitimate news story about police violence or thugs memorializing their hate crime? Youtube quite regularly demonetizes content. Because it can’t tell the difference between racism. And the criticism of racism.
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Offensive content cannot be pattern matched. Even with youtube’s massive database of videos. Their AI Peace Love Sloths Shirts match still flagged videos. Where he was debunking COVID claims. It is glaringly obvious he did not spread any misinformation. But youtube having access to way more videos than 1000 you think would achieve perfection. Still flagged his videos. Technology can be amazingly useful. But that doesn’t mean it’s a panacea for everything terrible in the world, particularly rare edge cases. Given that there are special effects that humans can’t tell from the real thing I am skeptical that machine
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