So next time a post “seems off” but isn’t obviously fake—you might be noticing something deeper:
A rhythm that doesn’t match real life.
#DisinfoDetection #BehavioralFingerprint #SocialEngineering #TrollOps
A rhythm that doesn’t match real life.
#DisinfoDetection #BehavioralFingerprint #SocialEngineering #TrollOps
April 8, 2025 at 11:31 AM
So next time a post “seems off” but isn’t obviously fake—you might be noticing something deeper:
A rhythm that doesn’t match real life.
#DisinfoDetection #BehavioralFingerprint #SocialEngineering #TrollOps
A rhythm that doesn’t match real life.
#DisinfoDetection #BehavioralFingerprint #SocialEngineering #TrollOps
The future of disinformation defense isn’t just better content.
It’s better signals.
Better detection.
And systems that don’t reward deception in the first place.
#DisinfoDetection #PlatformResponsibility #BehavioralSignals #PostTruth
It’s better signals.
Better detection.
And systems that don’t reward deception in the first place.
#DisinfoDetection #PlatformResponsibility #BehavioralSignals #PostTruth
April 8, 2025 at 12:01 PM
The future of disinformation defense isn’t just better content.
It’s better signals.
Better detection.
And systems that don’t reward deception in the first place.
#DisinfoDetection #PlatformResponsibility #BehavioralSignals #PostTruth
It’s better signals.
Better detection.
And systems that don’t reward deception in the first place.
#DisinfoDetection #PlatformResponsibility #BehavioralSignals #PostTruth
#DisinfoDetection
#PlatformResponsibility
Detection at Scale — What This Means Going Forward.
"The future of disinformation defense isn’t just better content.
It’s better signals.
Better detection."
#BehavioralSignals #PostTruth
🧵👇
#PlatformResponsibility
Detection at Scale — What This Means Going Forward.
"The future of disinformation defense isn’t just better content.
It’s better signals.
Better detection."
#BehavioralSignals #PostTruth
🧵👇
Detection at Scale — What This Means Going Forward.
We’re never going to fact-check our way out of disinformation.
There’s too much, and it moves too fast.
But what if we could spot it before it spreads—by tracking how it behaves, not just what it says?
We’re never going to fact-check our way out of disinformation.
There’s too much, and it moves too fast.
But what if we could spot it before it spreads—by tracking how it behaves, not just what it says?
April 8, 2025 at 12:04 PM
#DisinfoDetection
#PlatformResponsibility
Detection at Scale — What This Means Going Forward.
"The future of disinformation defense isn’t just better content.
It’s better signals.
Better detection."
#BehavioralSignals #PostTruth
🧵👇
#PlatformResponsibility
Detection at Scale — What This Means Going Forward.
"The future of disinformation defense isn’t just better content.
It’s better signals.
Better detection."
#BehavioralSignals #PostTruth
🧵👇
#DisinfoDetection #BehavioralFingerprint
The 90% Accuracy Test — Patterns You Can’t Fake.
#SocialEngineering #TrollOps
🧵👇
The 90% Accuracy Test — Patterns You Can’t Fake.
#SocialEngineering #TrollOps
🧵👇
The 90% Accuracy Test — Patterns You Can’t Fake.
Trolls tried to act real.
They posted like locals.
Shared memes. Argued politics.
But the patterns were off—
Just enough for a machine to catch.
And that’s how they got 90% right.
Trolls tried to act real.
They posted like locals.
Shared memes. Argued politics.
But the patterns were off—
Just enough for a machine to catch.
And that’s how they got 90% right.
April 8, 2025 at 11:45 AM
#DisinfoDetection #BehavioralFingerprint
The 90% Accuracy Test — Patterns You Can’t Fake.
#SocialEngineering #TrollOps
🧵👇
The 90% Accuracy Test — Patterns You Can’t Fake.
#SocialEngineering #TrollOps
🧵👇
Behavior Over Bots — Why Machine Learning Works
#TrollDetection #MachineLearning #BehavioralSignals
The 90% Accuracy Test — Patterns You Can’t Fake
#DisinfoDetection #BehavioralFingerprint #TrollOps
#TrollDetection #MachineLearning #BehavioralSignals
The 90% Accuracy Test — Patterns You Can’t Fake
#DisinfoDetection #BehavioralFingerprint #TrollOps
April 8, 2025 at 1:32 PM
Behavior Over Bots — Why Machine Learning Works
#TrollDetection #MachineLearning #BehavioralSignals
The 90% Accuracy Test — Patterns You Can’t Fake
#DisinfoDetection #BehavioralFingerprint #TrollOps
#TrollDetection #MachineLearning #BehavioralSignals
The 90% Accuracy Test — Patterns You Can’t Fake
#DisinfoDetection #BehavioralFingerprint #TrollOps