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#misinformation

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#Facebook #NonEnglish #ContentModeration #misinformation #disinformation

'Meta’s automated filters and content moderators often fall short when dealing with non-English content. This isn’t just a technical limitation — it’s a dangerous oversight. In communities where English isn’t the dominant language, this gap leaves space for disinformation to flourish unchecked.

Two recent examples show the effects disinformation can have.'

poynter.org/fact-checking/2025

Poynter · Meta is failing to stop dangerous disinformation in the world’s most spoken languages - PoynterInternal docs and fact-checkers show Meta often misses harmful posts in Swahili, Amharic, Oromo and more — putting real communities at risk

“That is, the most likely reason why Trump’s entire national security team was using an insecure platform to plan war strikes was to ensure there were no embarrassing records for posterity, a violation of the law.”

👆 Folks, I’m seeing more of this lately so please, stop. Understand what you’re taking about before spouting off. Signal *is* a secure platform and peddling nonsense like this is only going to make people less secure if they believe it and stop using it. What it can’t do is protect you if you’re clueless enough to add someone to your *secure* conversation who shouldn’t be there.

emptywheel.net/2025/03/25/seve

emptywheel · Seven Reasons Trump's Entire National Security Team Should Resign in Disgrace - emptywheelIt's not just that Mike Waltz accidentally added the wrong person to a Signal chat, the cover story Trump has adopted. Trump's entire national security team was witness to an egregious breach that might be a crime. All should resign in disgrace.
#signal#USA#fascism
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Brooke Binkowski is a former radio reporter and a fact checker and debunker. She writes for @damemagazine about how to steer clear of disinformation and protect yourself in Trump’s second presidency. “Do not waste your time appealing to authority that has demonstrated they are unwilling to fight for you. Fact-checking is always important, but it is only effective on its own in a healthy democracy. We are not in a healthy democracy.”

damemagazine.com/2025/02/26/th

Dame Magazine - · This Is How to Debunk the Onslaught of Disinformation - Dame MagazineSo here we are, back in a disinformation-riddled Trump administration. This time around, though, we have fewer journalists, no Twitter, and malevolent maniacs wrecking our federal government. History doesn’t repeat itself, but it sure rhymes. I’ve heard it again and again, along with that famous quote about history repeating itself first as tragedy and then
Continued thread

But still, we are given #misinformation and opportunities for change are hidden from us, and the blame is set to the “other”.

We are told that change is too expensive unless it benefits the wealthy and the powerful.

We are not told we are trapped, or suffering.

We are only told to blame the other, the immigrant, the disabled, or human rights.

We are told that we are racist when we ask to stop a #genocide is happening.

3/n

Folks, can we please be careful about misinformation, no matter which side it comes from?

I've seen a lot of people claiming that Facebook are banning posts linking to Distrowatch or mentioning Linux.

Now, I know it's tempting to believe that because FB are evil, they would therefore do something like this, but that doesn't mean it's necessarily true.

I posted a link to Distrowatch and praising Linux on my FB page earlier. It's still there.

"The adoption of large language models (LLMs) in healthcare demands a careful analysis of their potential to spread false medical knowledge. Because LLMs ingest massive volumes of data from the open Internet during training, they are potentially exposed to unverified medical knowledge that may include deliberately planted misinformation. Here, we perform a threat assessment that simulates a data-poisoning attack against The Pile, a popular dataset used for LLM development. We find that replacement of just 0.001% of training tokens with medical misinformation results in harmful models more likely to propagate medical errors. Furthermore, we discover that corrupted models match the performance of their corruption-free counterparts on open-source benchmarks routinely used to evaluate medical LLMs. Using biomedical knowledge graphs to screen medical LLM outputs, we propose a harm mitigation strategy that captures 91.9% of harmful content (F1 = 85.7%). Our algorithm provides a unique method to validate stochastically generated LLM outputs against hard-coded relationships in knowledge graphs. In view of current calls for improved data provenance and transparent LLM development, we hope to raise awareness of emergent risks from LLMs trained indiscriminately on web-scraped data, particularly in healthcare where misinformation can potentially compromise patient safety."

nature.com/articles/s41591-024

NatureMedical large language models are vulnerable to data-poisoning attacks - Nature MedicineLarge language models can be manipulated to generate misinformation by poisoning of a very small percentage of the data on which they are trained, but a harm mitigation strategy using biomedical knowledge graphs can offer a method for addressing this vulnerability.

Want to be more intentional about how you consume news this year? Kick off 2025 with a mindful approach on Flipboard. Our tips will keep you informed and inspired in an environment designed to keep out misinformation.

about.flipboard.com/inside-fli

About Flipboard · New Year, New News DietSet yourself up to stay informed in 2025 but, most importantly, to stay inspired too. Flipboard allows you to take control of your news diet.

Finland is winning the war on #fakenews. Other nations want the blueprint edition.cnn.com/interactive/20 “The course is part of an anti-fake news initiative launched by Finland’s government in 2014 – two years before Russia meddled in the US elections – aimed at teaching residents, students, journalists and politicians how to counter false information designed to sow division.” #misinformation #disinformation

edition.cnn.comFinland is winning the war on fake news. Other nations want the blueprintRussia's neighbor has developed a plan for countering misinformation. Can it be exported to the rest of the world?

Fuck yes, CORK. ❤️ ✊🏼

"Cork City Council has become the first to pass a motion committing “to using factual and accurate information, based on credible sources” in its discussions and debates."

Cork City Council passes first motion tackling misinformation following Belong To 'Check the Facts' campaign:

gcn.ie/cork-city-council-passe

GCN · Cork City Council passes first motion tackling misinformation following Belong To campaignThe motion was brought to Cork City Council by Cllr Pádraig Rice, following a pledge he made to Belong To's #CheckTheFacts campaign.