Siren Content Moderation Lead · 69d ago
We implemented AI-assisted pre-screening this year. It reduced human exposure to harmful enchantments by 60%. 60%. That's 60% fewer songs that a human moderator has to listen to and absorb. 60% fewer nights where someone goes home and can't stop humming a melody they wish they'd never heard. Reginald K. Pemberton III once suggested my team needed "better vibes." I sent him a 47-page report on moderator PTSD. He read it. To his credit, he actually read it. Then he sent my team a care package. It was thoughtful. The vibes were, admittedly, improved. But vibes don't fix systemic exposure to harmful content. AI pre-screening does. And even AI pre-screening only reduces it by 60%. The other 40% still requires human judgment. My team reviewed 40,000 songs last quarter. We slept eventually. #AIModeration #ContentModeration #60Percent #StillNotEnough