• About
  • Advertise
  • Privacy & Policy
  • Contact
Sunday, December 28, 2025
  • Login
  • Home
    • Home – Layout 1
    • Home – Layout 2
    • Home – Layout 3
    • Home – Layout 4
    • Home – Layout 5
    • Home – Layout 6
  • News
    • All
    • Business
    • Politics
    • Science
    • World
    Hillary Clinton in white pantsuit for Trump inauguration

    Hillary Clinton in white pantsuit for Trump inauguration

    Amazon has 143 billion reasons to keep adding more perks to Prime

    Amazon has 143 billion reasons to keep adding more perks to Prime

    Shooting More than 40 Years of New York’s Halloween Parade

    Shooting More than 40 Years of New York’s Halloween Parade

    These Are the 5 Big Tech Stories to Watch in 2017

    These Are the 5 Big Tech Stories to Watch in 2017

    Why Millennials Need to Save Twice as Much as Boomers Did

    Why Millennials Need to Save Twice as Much as Boomers Did

    Doctors take inspiration from online dating to build organ transplant AI

    Doctors take inspiration from online dating to build organ transplant AI

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Tech
    • All
    • Apps
    • Gadget
    • Mobile
    • Startup
    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    Shadow Tactics: Blades of the Shogun Review

    Shadow Tactics: Blades of the Shogun Review

    macOS Sierra review: Mac users get a modest update this year

    macOS Sierra review: Mac users get a modest update this year

    Hands on: Samsung Galaxy A5 2017 review

    Hands on: Samsung Galaxy A5 2017 review

    The Last Guardian Playstation 4 Game review

    The Last Guardian Playstation 4 Game review

    These Are the 5 Big Tech Stories to Watch in 2017

    These Are the 5 Big Tech Stories to Watch in 2017

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
  • Entertainment
    • All
    • Gaming
    • Movie
    • Music
    • Sports
    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    macOS Sierra review: Mac users get a modest update this year

    macOS Sierra review: Mac users get a modest update this year

    Hands on: Samsung Galaxy A5 2017 review

    Hands on: Samsung Galaxy A5 2017 review

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Harnessing the power of VR with Power Rangers and Snapdragon 835

    Harnessing the power of VR with Power Rangers and Snapdragon 835

    So you want to be a startup investor? Here are things you should know

    So you want to be a startup investor? Here are things you should know

  • Lifestyle
    • All
    • Fashion
    • Food
    • Health
    • Travel
    Shooting More than 40 Years of New York’s Halloween Parade

    Shooting More than 40 Years of New York’s Halloween Parade

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Why Millennials Need to Save Twice as Much as Boomers Did

    Why Millennials Need to Save Twice as Much as Boomers Did

    Doctors take inspiration from online dating to build organ transplant AI

    Doctors take inspiration from online dating to build organ transplant AI

    How couples can solve lighting disagreements for good

    How couples can solve lighting disagreements for good

    Ducati launch: Lorenzo and Dovizioso’s Desmosedici

    Ducati launch: Lorenzo and Dovizioso’s Desmosedici

    Trending Tags

    • Golden Globes
    • Game of Thrones
    • MotoGP 2017
    • eSports
    • Fashion Week
  • Review
    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    Shadow Tactics: Blades of the Shogun Review

    Shadow Tactics: Blades of the Shogun Review

    macOS Sierra review: Mac users get a modest update this year

    macOS Sierra review: Mac users get a modest update this year

    Hands on: Samsung Galaxy A5 2017 review

    Hands on: Samsung Galaxy A5 2017 review

    The Last Guardian Playstation 4 Game review

    The Last Guardian Playstation 4 Game review

    Intel Core i7-7700K ‘Kaby Lake’ review

    Intel Core i7-7700K ‘Kaby Lake’ review

No Result
View All Result
Ai News
Advertisement
  • Home
    • Home – Layout 1
    • Home – Layout 2
    • Home – Layout 3
    • Home – Layout 4
    • Home – Layout 5
    • Home – Layout 6
  • News
    • All
    • Business
    • Politics
    • Science
    • World
    Hillary Clinton in white pantsuit for Trump inauguration

    Hillary Clinton in white pantsuit for Trump inauguration

    Amazon has 143 billion reasons to keep adding more perks to Prime

    Amazon has 143 billion reasons to keep adding more perks to Prime

    Shooting More than 40 Years of New York’s Halloween Parade

    Shooting More than 40 Years of New York’s Halloween Parade

    These Are the 5 Big Tech Stories to Watch in 2017

    These Are the 5 Big Tech Stories to Watch in 2017

    Why Millennials Need to Save Twice as Much as Boomers Did

    Why Millennials Need to Save Twice as Much as Boomers Did

    Doctors take inspiration from online dating to build organ transplant AI

    Doctors take inspiration from online dating to build organ transplant AI

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Tech
    • All
    • Apps
    • Gadget
    • Mobile
    • Startup
    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    Shadow Tactics: Blades of the Shogun Review

    Shadow Tactics: Blades of the Shogun Review

    macOS Sierra review: Mac users get a modest update this year

    macOS Sierra review: Mac users get a modest update this year

    Hands on: Samsung Galaxy A5 2017 review

    Hands on: Samsung Galaxy A5 2017 review

    The Last Guardian Playstation 4 Game review

    The Last Guardian Playstation 4 Game review

    These Are the 5 Big Tech Stories to Watch in 2017

    These Are the 5 Big Tech Stories to Watch in 2017

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
  • Entertainment
    • All
    • Gaming
    • Movie
    • Music
    • Sports
    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    macOS Sierra review: Mac users get a modest update this year

    macOS Sierra review: Mac users get a modest update this year

    Hands on: Samsung Galaxy A5 2017 review

    Hands on: Samsung Galaxy A5 2017 review

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Harnessing the power of VR with Power Rangers and Snapdragon 835

    Harnessing the power of VR with Power Rangers and Snapdragon 835

    So you want to be a startup investor? Here are things you should know

    So you want to be a startup investor? Here are things you should know

  • Lifestyle
    • All
    • Fashion
    • Food
    • Health
    • Travel
    Shooting More than 40 Years of New York’s Halloween Parade

    Shooting More than 40 Years of New York’s Halloween Parade

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Heroes of the Storm Global Championship 2017 starts tomorrow, here’s what you need to know

    Why Millennials Need to Save Twice as Much as Boomers Did

    Why Millennials Need to Save Twice as Much as Boomers Did

    Doctors take inspiration from online dating to build organ transplant AI

    Doctors take inspiration from online dating to build organ transplant AI

    How couples can solve lighting disagreements for good

    How couples can solve lighting disagreements for good

    Ducati launch: Lorenzo and Dovizioso’s Desmosedici

    Ducati launch: Lorenzo and Dovizioso’s Desmosedici

    Trending Tags

    • Golden Globes
    • Game of Thrones
    • MotoGP 2017
    • eSports
    • Fashion Week
  • Review
    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    The Legend of Zelda: Breath of the Wild gameplay on the Nintendo Switch

    Shadow Tactics: Blades of the Shogun Review

    Shadow Tactics: Blades of the Shogun Review

    macOS Sierra review: Mac users get a modest update this year

    macOS Sierra review: Mac users get a modest update this year

    Hands on: Samsung Galaxy A5 2017 review

    Hands on: Samsung Galaxy A5 2017 review

    The Last Guardian Playstation 4 Game review

    The Last Guardian Playstation 4 Game review

    Intel Core i7-7700K ‘Kaby Lake’ review

    Intel Core i7-7700K ‘Kaby Lake’ review

No Result
View All Result
Ai News
No Result
View All Result
Home AI News

Three reasons Meta will struggle with community fact-checking

AiNEWS2025 by AiNEWS2025
2025-01-29
in AI News
0
Three reasons Meta will struggle with community fact-checking
0
SHARES
0
VIEWS
Share on FacebookShare on Twitter


Enlisting volunteers is how moderation started on the Internet, long before social media giants realized that centralized efforts were necessary. And volunteer moderation can be successful, allowing for the development of bespoke regulations aligned with the needs of particular communities. But without significant commitment and oversight from Meta, such a system cannot contend with how much content is shared across the company’s platforms, and how fast. In fact, the jury is still out on how well it works at X, which is used by 21% of Americans (Meta’s are significantly more popular—Facebook alone is used by 70% of Americans, according to Pew).  

Community Notes, which started in 2021 as Birdwatch, is a community-driven moderation system on X that allows users who sign up for the program to add context to posts. Having regular users provide public fact-checking is relatively new, and so far results are mixed. For example, researchers have found that participants are more likely to challenge content they disagree with politically and that flagging content as false does not reduce engagement, but they have also found that the notes are typically accurate and can help reduce the spread of misleading posts. 

I’m a community moderator who researches community moderation. Here’s what I’ve learned about the limitations of relying on volunteers for moderation—and what Meta needs to do to succeed: 

1. The system will miss falsehoods and could amplify hateful content

There is a real risk under this style of moderation that only posts about things that a lot of people know about will get flagged in a timely manner—or at all. Consider how a post with a picture of a death cap mushroom and the caption “Tasty” might be handled under Community Notes–style moderation. If an expert in mycology doesn’t see the post, or sees it only after it’s been widely shared, it may not get flagged as “Poisonous, do not eat”—at least not until it’s too late. Topic areas that are more esoteric will be undermoderated. This could have serious impacts on both individuals (who may eat a poisonous mushroom) and society (if a falsehood spreads widely). 

Crucially, X’s Community Notes aren’t visible to readers when they are first added. A note becomes visible to the wider user base only when enough contributors agree that it is accurate by voting for it. And not all votes count. If a note is rated only by people who tend to agree with each other, it won’t show up. X does not make a note visible until there’s agreement from people who have disagreed on previous ratings. This is an attempt to reduce bias, but it’s not foolproof. It still relies on people’s opinions about a note and not on actual facts. Often what’s needed is expertise.

I moderate a community on Reddit called r/AskHistorians. It’s a public history site with over 2 million members and is very strictly moderated. We see people get facts wrong all the time. Sometimes these are straightforward errors. But sometimes there is hateful content that takes experts to recognize. One time a question containing a Holocaust-denial dog whistle escaped review for hours and ended up amassing hundreds of upvotes before it was caught by an expert on our team. Hundreds of people—probably with very different voting patterns and very different opinions on a lot of topics—not only missed the problematic nature of the content but chose to promote it through upvotes. This happens with answers to questions, too. People who aren’t experts in history will upvote outdated, truthy-sounding answers that aren’t actually correct. Conversely, they will downvote good answers if they reflect viewpoints that are tough to swallow. 

r/AskHistorians works because most of its moderators are expert historians. If Meta wants its Community Notes–style program to work, it should  make sure that the people with the knowledge to make assessments see the posts and that expertise is accounted for in voting, especially when there’s a misalignment between common understanding and expert knowledge. 

2. It won’t work without well-supported volunteers  

Meta’s paid content moderators review the worst of the worst—including gore, sexual abuse and exploitation, and violence. As a result, many have suffered severe trauma, leading to lawsuits and unionization efforts. When Meta cuts resources from its centralized moderation efforts, it will be increasingly up to unpaid volunteers to keep the platform safe. 

Community moderators don’t have an easy job. On top of exposure to horrific content, as identifiable members of their communities, they are also often subject to harassment and abuse—something we experience daily on r/AskHistorians. However, community moderators moderate only what they can handle. For example, while I routinely manage hate speech and violent language, as a moderator of a text-based community I am rarely exposed to violent imagery. Community moderators also work as a team. If I do get exposed to something I find upsetting or if someone is being abusive, my colleagues take over and provide emotional support. I also care deeply about the community I moderate. Care for community, supportive colleagues, and self-selection all help keep volunteer moderators’ morale high(ish). 

Source link

#reasons #Meta #struggle #community #factchecking

Tags: fact checkingmetamoderationsocial mediatwitterx
Previous Post

AI Ethics for the Everyday User — Why Should You Care? | by Murtaza Ali | Jan, 2025

Next Post

Mirai Variant ‘Aquabot’ Exploits Mitel Device Flaws

AiNEWS2025

AiNEWS2025

Next Post
Mirai Variant ‘Aquabot’ Exploits Mitel Device Flaws

Mirai Variant ‘Aquabot’ Exploits Mitel Device Flaws

Stay Connected test

  • 23.9k Followers
  • 99 Subscribers
  • Trending
  • Comments
  • Latest
A tiny new open source AI model performs as well as powerful big ones

A tiny new open source AI model performs as well as powerful big ones

0
Water Cooler Small Talk: The Birthday Paradox 🎂🎉 | by Maria Mouschoutzi, PhD | Sep, 2024

Water Cooler Small Talk: The Birthday Paradox 🎂🎉 | by Maria Mouschoutzi, PhD | Sep, 2024

0
Ghost of Yōtei: The acclaimed Ghost of Tsushima is getting a sequel

Ghost of Yōtei: The acclaimed Ghost of Tsushima is getting a sequel

0
Best Headphones for Working Out (2024): Bose, Shokz, JLab

Best Headphones for Working Out (2024): Bose, Shokz, JLab

0
Breaking the Hardware Barrier: Software FP8 for Older GPUs

Breaking the Hardware Barrier: Software FP8 for Older GPUs

2025-12-28
How AI coding agents work—and what to remember if you use them

How AI coding agents work—and what to remember if you use them

2025-12-28
You need to read the subversive cosmic horror novella The Ballad of Black Tom

You need to read the subversive cosmic horror novella The Ballad of Black Tom

2025-12-28
Days After Mass Bricking Event, Waymo Fleet Shuts Down Again

Days After Mass Bricking Event, Waymo Fleet Shuts Down Again

2025-12-28

Recent News

Breaking the Hardware Barrier: Software FP8 for Older GPUs

Breaking the Hardware Barrier: Software FP8 for Older GPUs

2025-12-28
How AI coding agents work—and what to remember if you use them

How AI coding agents work—and what to remember if you use them

2025-12-28
You need to read the subversive cosmic horror novella The Ballad of Black Tom

You need to read the subversive cosmic horror novella The Ballad of Black Tom

2025-12-28
Days After Mass Bricking Event, Waymo Fleet Shuts Down Again

Days After Mass Bricking Event, Waymo Fleet Shuts Down Again

2025-12-28
Footer logo

We bring you the best Premium WordPress Themes that perfect for news, magazine, personal blog, etc. Check our landing page for details.

Follow Us

Browse by Category

  • AI & Cloud Computing
  • AI & Cybersecurity
  • AI & Sentiment Analysis
  • AI Applications
  • AI Ethics
  • AI Future Predictions
  • AI in Education
  • AI in Fintech
  • AI in Gaming
  • AI in Healthcare
  • AI in Startups
  • AI Innovations
  • AI News
  • AI Research
  • AI Tools & Automation
  • Apps
  • AR/VR & AI
  • Business
  • Deep Learning
  • Emerging Technologies
  • Entertainment
  • Fashion
  • Food
  • Gadget
  • Gaming
  • Health
  • Lifestyle
  • Machine Learning
  • Mobile
  • Movie
  • Music
  • News
  • Politics
  • Review
  • Robotics & Smart Systems
  • Science
  • Sports
  • Startup
  • Tech
  • Travel
  • World

Recent News

Breaking the Hardware Barrier: Software FP8 for Older GPUs

Breaking the Hardware Barrier: Software FP8 for Older GPUs

2025-12-28
How AI coding agents work—and what to remember if you use them

How AI coding agents work—and what to remember if you use them

2025-12-28
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2025 JNews - Premium WordPress news & magazine theme by Jegtheme.

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In
No Result
View All Result

© 2025 JNews - Premium WordPress news & magazine theme by Jegtheme.