For a long time, content moderation was mostly understood as something that happened after the fact. A user might post something offensive, another user reports it and a moderator reviews…
UGCTrust & Safety isn’t a discipline that lends itself especially well to hot takes. The work is too messy, the trade-offs are too real, and the stakes are often too…
UGCTrust & Safety and content moderation are often used interchangeably, but that shorthand misses an important distinction.On the surface, it makes sense. Both are concerned with harmful content, abusive behavior,…
UGCIn the race to launch and scale, many platforms don’t formalize Trust & Safety until the risks are already hard to ignore. Some treat it as an extension of customer…
UGCTrust & Safety has a branding problem. In too many organizations, it is still seen as the department of no: the team that arrives late in the process, raises red…
UGCTrust & Safety teams are under pressure from every direction. Synthetic content is getting better. Harmful behavior is getting harder to spot early. Youth safety is climbing the policy agenda….
UGCThe best content moderation service , incorporating elements like image moderation and a robust profanity filter, is like the most skilled stage crew in a theater production: it goes unnoticed. What…
CareersWhen people talk about marketplace Trust & Safety, they tend to reach for the obvious threats of fraud, counterfeits, and payment scams. And those risks are very real. But on…
UGCPicture the product brief: Build something that feels like a friend. Make it warm. Make it available. Make it affirming. Make it remember. Now picture the postmortem. AI companion apps…
UGCFor years, questions of content authenticity, for the most part, sat at the edges of Trust & Safety. Deepfakes were a novelty. Synthetic images were rare enough to treat as…
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