Thread 0 – The Shape of a Troll
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 3:03 PM
Thread 0 – The Shape of a Troll
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Thread 5 – Detecting Without Profiles
#TrollSignal5 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal5 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 4:23 PM
Thread 5 – Detecting Without Profiles
#TrollSignal5 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal5 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Meet the Night Wolves — The Kremlin’s Most Loyal Biker Gang
They look like bikers.
But they act like a narrative weapon.
This thread introduces the Night Wolves—Russia’s most performative political micro-influencers.
#NightWolves #InfluenceOps
They look like bikers.
But they act like a narrative weapon.
This thread introduces the Night Wolves—Russia’s most performative political micro-influencers.
#NightWolves #InfluenceOps
April 6, 2025 at 7:10 AM
Meet the Night Wolves — The Kremlin’s Most Loyal Biker Gang
They look like bikers.
But they act like a narrative weapon.
This thread introduces the Night Wolves—Russia’s most performative political micro-influencers.
#NightWolves #InfluenceOps
They look like bikers.
But they act like a narrative weapon.
This thread introduces the Night Wolves—Russia’s most performative political micro-influencers.
#NightWolves #InfluenceOps
Thread 3 – The 7-State Behavioral Engine
#TrollSignal3 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal3 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 3:44 PM
Thread 3 – The 7-State Behavioral Engine
#TrollSignal3 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal3 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Thread 1 – Why Words Don’t Work Anymore
#TrollSignal1 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal1 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 3:23 PM
Thread 1 – Why Words Don’t Work Anymore
#TrollSignal1 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal1 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Thread 4 – Learning Like a Troll
#TrollSignal4 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal4 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 4:04 PM
Thread 4 – Learning Like a Troll
#TrollSignal4 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal4 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Thread 9 – Final Recap: Pattern Is the Payload
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 5:34 PM
Thread 9 – Final Recap: Pattern Is the Payload
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
We should all be aware this isn’t happening by itself. There are massive influenceOps supporting those on social media’s targeting special groups, showing violent desinformation. Chinese TikTok is heavily involved bombarding young people with influence materials in all countries having elections.
September 7, 2026 at 9:40 PM
We should all be aware this isn’t happening by itself. There are massive influenceOps supporting those on social media’s targeting special groups, showing violent desinformation. Chinese TikTok is heavily involved bombarding young people with influence materials in all countries having elections.
Thread 6 – Generalizing Across Nations
#TrollSignal6 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal6 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 4:34 PM
Thread 6 – Generalizing Across Nations
#TrollSignal6 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal6 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Thread 7 – Resilience Against AI Mimicry
#TrollSignal7 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal7 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 4:44 PM
Thread 7 – Resilience Against AI Mimicry
#TrollSignal7 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal7 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#CIB #Disinformation #InfluenceOps
Operation Overload:
COORDINATED INAUTHENTIC BEHAVIOR
#CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI
🧵👇
Operation Overload:
COORDINATED INAUTHENTIC BEHAVIOR
#CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI
🧵👇
🧵 Operation Overload: A Case of Coordinated Inauthentic Behavior Designed to Waste Time
Some disinfo campaigns aren’t built to convince the public.
They’re built to overload journalists, distract fact-checkers, and dilute verification capacity.
This one did all three.
Some disinfo campaigns aren’t built to convince the public.
They’re built to overload journalists, distract fact-checkers, and dilute verification capacity.
This one did all three.
May 15, 2025 at 2:44 PM
#CIB #Disinformation #InfluenceOps
Operation Overload:
COORDINATED INAUTHENTIC BEHAVIOR
#CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI
🧵👇
Operation Overload:
COORDINATED INAUTHENTIC BEHAVIOR
#CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI
🧵👇
Thread 8 – Platform Implications
#TrollSignal8 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal8 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 5:04 PM
Thread 8 – Platform Implications
#TrollSignal8 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal8 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
What actually works in influence ops?
What tactics shift beliefs, change behavior, or polarize the public?
In 2021, Carnegie reviewed 82 studies to find out.
Here’s what the data shows—stripped of hype.
#Disinformation #InfluenceOps
What tactics shift beliefs, change behavior, or polarize the public?
In 2021, Carnegie reviewed 82 studies to find out.
Here’s what the data shows—stripped of hype.
#Disinformation #InfluenceOps
June 3, 2025 at 3:32 PM
What actually works in influence ops?
What tactics shift beliefs, change behavior, or polarize the public?
In 2021, Carnegie reviewed 82 studies to find out.
Here’s what the data shows—stripped of hype.
#Disinformation #InfluenceOps
What tactics shift beliefs, change behavior, or polarize the public?
In 2021, Carnegie reviewed 82 studies to find out.
Here’s what the data shows—stripped of hype.
#Disinformation #InfluenceOps
Thread 2 – The Troll Score
#TrollSignal2 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal2 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 3:33 PM
Thread 2 – The Troll Score
#TrollSignal2 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
#TrollSignal2 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
While US-China discusses AI safety, remember Iran's 'Lego clips'. This signals a new era of sophisticated, accessible propaganda. Tech isn't just enabling innovation; it's reshaping influence operations at an alarming speed. Critical thinking is your best defense. 💡 #AIForgery #InfluenceOps
September 22, 2026 at 12:48 PM
While US-China discusses AI safety, remember Iran's 'Lego clips'. This signals a new era of sophisticated, accessible propaganda. Tech isn't just enabling innovation; it's reshaping influence operations at an alarming speed. Critical thinking is your best defense. 💡 #AIForgery #InfluenceOps
Narrator: This is why you don’t follow obscure, but “cool” sounding groups, even if, and especially with, large numbers of followers on Facebook and all other social media.
Vet everything. #InfluenceOps
🧵
Vet everything. #InfluenceOps
🧵
1. Progressive Champions PAC, a super PAC created last month, says on its website that its mission is to “elect bold, progressive candidates up and down the ballot.”
A Popular Information investigaiton reveals that it's a GOP front group.
Following along for receipts.
🧵
A Popular Information investigaiton reveals that it's a GOP front group.
Following along for receipts.
🧵
Progressive Champions PAC is a GOP front
Progressive Champions PAC, a super PAC created last month, says on its website that its mission is to “elect bold, progressive candidates up and down the ballot.” On Friday, according to FCC records,…
popular.info
June 13, 2026 at 9:25 PM
Narrator: This is why you don’t follow obscure, but “cool” sounding groups, even if, and especially with, large numbers of followers on Facebook and all other social media.
Vet everything. #InfluenceOps
🧵
Vet everything. #InfluenceOps
🧵
The research:
📄 Exposing Influence Campaigns in the Age of LLMs
Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
This is about trolls, behavior, and the future of digital defense.
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
📄 Exposing Influence Campaigns in the Age of LLMs
Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
This is about trolls, behavior, and the future of digital defense.
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 3:04 PM
The research:
📄 Exposing Influence Campaigns in the Age of LLMs
Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
This is about trolls, behavior, and the future of digital defense.
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
📄 Exposing Influence Campaigns in the Age of LLMs
Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
This is about trolls, behavior, and the future of digital defense.
#TrollSignal0 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Next: QAnon’s hijack of #SaveTheChildren.
#CIB #TikTokOps #Disinformation #InfluenceOps #SyntheticMedia
#InfoIntegrity #DigitalForensics #ForumThreads #VeraAI
#CIB #TikTokOps #Disinformation #InfluenceOps #SyntheticMedia
#InfoIntegrity #DigitalForensics #ForumThreads #VeraAI
May 15, 2025 at 2:49 PM
📖 Based on:
Exposing Influence Campaigns in the Age of LLMs
by Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Exposing Influence Campaigns in the Age of LLMs
by Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
April 13, 2025 at 5:35 PM
📖 Based on:
Exposing Influence Campaigns in the Age of LLMs
by Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Exposing Influence Campaigns in the Age of LLMs
by Ezzeddine et al. (2023)
🔗 arxiv.org/pdf/2210.0...
#TrollSignal9 #InfluenceOps #Trolling #LLMResilience #BehavioralAI #Disinformation
Next, we look at a different strategy:
A TikTok-based campaign that used AI-generated audio and 12,800 coordinated accounts to attack a Ukrainian official.
#CIB #Disinformation #InfluenceOps #CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI
A TikTok-based campaign that used AI-generated audio and 12,800 coordinated accounts to attack a Ukrainian official.
#CIB #Disinformation #InfluenceOps #CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI
May 15, 2025 at 2:36 PM
Next, we look at a different strategy:
A TikTok-based campaign that used AI-generated audio and 12,800 coordinated accounts to attack a Ukrainian official.
#CIB #Disinformation #InfluenceOps #CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI
A TikTok-based campaign that used AI-generated audio and 12,800 coordinated accounts to attack a Ukrainian official.
#CIB #Disinformation #InfluenceOps #CheckFirst #DigitalForensics
#InfoIntegrity #MediaManipulation #ForumThreads #VeraAI