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AI Moderation Is Fast — But It Still Needs Humans to Clean Up Are Transparency Reports Actually Telling the Full Story? Speed vs. Accuracy: The Trade-Off Nobody in Trust & Safety Admits Out Loud Context Switching Is Killing Your Team’s Productivity — And Workload Isn’t the Real Problem Queue Ownership vs Queue Rotation: What Actually Works in Trust & Safety?
AI Mderation Content Moderation Future In Moderation Trust & Safety

Will AI Moderation Ever Become Fully Accurate?

Every few months, a new headline appears claiming that artificial intelligence will soon solve the internet’s moderation problem. Better models.Smarter…

AI Failure Content Moderation Trust & Safety

Will AI Replace Human Moderators? Inside the Real Future of Trust & Safety

Every few months, a new headline appears claiming that artificial intelligence will soon replace human moderators completely. The argument usually…

AI Failure AI Mderation Content Moderation Trust & Safety

What Happens When AI Starts Moderating AI-Generated Content?

Not long ago, most content moderators were reviewing things created by humans. Photos.Videos.Posts.Comments. But the internet is changing quickly. Today,…

Content Moderation Policy Enforcement Trust & Safety

Could Decentralised Platforms Make Moderation Impossible?

When people talk about the future of social media, decentralisation often comes up as the solution to many platform problems.…

Content Moderation Policy Enforcement Trust & Safety

How Should Platforms Measure Harm?

When people talk about harmful content online, the conversation usually focuses on what should be removed. But from inside Trust…

Content Moderation Future In Moderation Trust & Safety

Can One Moderation Policy Work Across 100+ Cultures?

When people think about content moderation, they often imagine a simple system: a set of rules applied equally to everyone.…

Content Moderation Moderation Crisis Trust & Safety

How Fuel Shortage Rumours Spread on Social Media

The first time I reviewed a “fuel shortage” rumour, it didn’t look dangerous. It was a simple post. A blurry…

Content Moderation Future In Moderation Trust & Safety

From War to WhatsApp: How Global Conflict Turns Into Local Panic

It Looked Like a Normal Post One post I reviewed during a fuel panic stayed with me. A blurry image…

Future In Moderation Trust & Safety

The Moderation Crisis No One Talks About During Wars

It Started Like Any Other Shift Then within minutes, it wasn’t. My dashboard started filling up with war-related content. Videos…

Content Moderation Future In Moderation Moderation Crisis Policy Enforcement Trust & Safety

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…

Content Moderation Future In Moderation

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…

Content Moderation Future In Moderation

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…

Content Moderation Trust & Safety

Does Society Heal Faster Than the Internet?

The Day Things Started Feeling Normal Again I remember stepping out after weeks of monitoring crisis-related content. Shops were open.…

Content Moderation Future In Moderation Trust & Safety

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…

Content Moderation Moderation Crisis Trust & Safety

From Ukraine to Iran: Why Every War Becomes a Platform Problem

It Didn’t Matter Where the War Was The first time I handled war-related content at scale, it was tied to…

Content Moderation Future In Moderation

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.…

Content Moderation Future In Moderation Trust & Safety

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…

AI Failure AI Mderation Content Moderation

AI Moderation vs AI Propaganda: Who Wins in Wartime?

The First Time I Couldn’t Tell I remember pausing on a video longer than usual. It showed a missile strike.…

Content Moderation Trust & Safety

Trust & Safety in a World with 100+ Conflicts: Scaling Ethics

It’s Never Just One Conflict Most people assume Trust & Safety teams deal with one major crisis at a time.…

AI Failure AI Mderation Content Moderation

Why AI Will Never Fully Replace Trust & Safety Teams

The Post That Looked Perfectly Fine I remember reviewing a post that didn’t trigger a single automated flag. A photo…

Content Moderation Trust & Safety

The Decision That Keeps Me Up: When Policy and Reality Don’t Match

The Case That Didn’t Fit the Rule There’s one type of moment in Trust & Safety that doesn’t leave you…

AI Failure AI Mderation Content Moderation

Are We Entering an Era of Algorithmic Liability?

For years, social media platforms have said the same thing when difficult moderation questions arise: “We’re just platforms.” The idea…

Content Moderation Future In Moderation Trust & Safety

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…

Content Moderation Trust & Safety

Why Do Some Influencers Never Get Banned?

From someone working in Trust & Safety This is probably one of the most common questions people ask about content…

AI Mderation Content Moderation Future In Moderation Trust & Safety

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…

Content Moderation Future In Moderation Trust & Safety

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…

Online Harm Trust & Safety

Why Protecting Minors Online Is Harder Than People Think

From inside Trust & Safety On the surface, protecting minors online sounds straightforward. Detect harmful content. Remove it. Ban bad…

Content Moderation Policy Enforcement Trust & Safety

Why Some Accounts Get Suspended Unfairly

From someone working in Trust & Safety If you’ve ever had your account suspended and thought, “This makes no sense,”…

Content Moderation Future In Moderation Policy Enforcement Trust & Safety

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…

AI Failure AI Mderation Future In Moderation Trust & Safety

How AI Moderation Actually Fails

(From Someone Who Works in Trust & Safety) AI moderation is often described as scalable, efficient, and objective. And to…

Future In Moderation Trust & Safety

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…

Trust & Safety

Social Media Doesn’t Run on Algorithms. It Runs on People.

Most people think social media runs on algorithms. It doesn’t. It runs on people. Real people who review content, make…

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The full story of Thailand’s extraordinary cave rescue

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Need to Know About the Classic Cars in a Retro Movie?

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How To Write Award Winning Blog Headlines

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What’s Scarier Than the Sex Talk? Its About Weight

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Searching for the forgotten heroes of World War Two

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Which new faces could make a big impression?

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Searching for the ‘angel’ who held me on Westminster Bridge

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Why local US newspapers are sounding the alarm

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How Many of These Italian Foods Have You Tried?

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The Importance of the Legal Aspects of Business

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AI Failure AI Mderation Content Moderation

AI Moderation Is Fast — But It Still Needs Humans to Clean Up

Content Moderation Future In Moderation

Are Transparency Reports Actually Telling the Full Story?

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Speed vs. Accuracy: The Trade-Off Nobody in Trust & Safety Admits Out Loud

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Context Switching Is Killing Your Team’s Productivity — And Workload Isn’t the Real Problem

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