Trust & Safety vs Speed: Who Wins During Breaking News?
When News Breaks, Everything Accelerates The moment breaking news hits, platforms change instantly. I remember logging in during a major…
When War Pauses but Content Doesn’t
The Announcement That Should Have Slowed Things Down I remember the moment a ceasefire was announced. News channels started reporting…
The War Ended. The Damage Didn’t.
The Day Things Were Supposed to Be Over I remember the shift when the news finally confirmed it. The conflict…
A 5-Layer Model for Trust & Safety During Armed Conflict
What You See vs. What We Handle When people think about Trust & Safety during war, they often imagine content…
What a 38-Day Internet Blackout Teaches Us About Platform Dependency
The Silence No One Was Prepared For The first thing I noticed wasn’t panic. It was silence. No new posts.…
From Telegram to TikTok: How War Narratives Are Algorithmically Amplified
It Didn’t Start on TikTok The first time I tracked a viral war narrative, it didn’t begin on a mainstream…
What’s the Most Misunderstood Part of Content Moderation?
When people talk about content moderation, the conversation usually goes in two directions. Either platforms are accused of censoring too…
The Future of Automated Content Filtering
From someone working at the intersection of AI and enforcement When people talk about automated content filtering, the conversation usually…
How to Get a Job in Trust & Safety
What I wish someone told me before I entered the field Every week, someone asks me the same question: “How…
What Actually Happens Before an Account Gets Banned? Inside the Reality of Platform Enforcement
When an account gets banned online, reactions are usually immediate. Some people say: “Finally. That account should’ve been removed long…
How AI Moderation Actually Fails
(From Someone Who Works in Trust & Safety) AI moderation is often described as scalable, efficient, and objective. And to…
In Trust & Safety, Every Click Carries Weight
In Trust & Safety, most decisions are made in minutes. But their impact can last much longer. A single click…