You won’t spot everything.
But you don’t have to.
Just slowing down—asking what feels real versus what performs real—puts you ahead of the game.
#MediaLiteracy #BehavioralSignals #SocialEngineering #PostTruth
But you don’t have to.
Just slowing down—asking what feels real versus what performs real—puts you ahead of the game.
#MediaLiteracy #BehavioralSignals #SocialEngineering #PostTruth
April 8, 2025 at 1:01 PM
You won’t spot everything.
But you don’t have to.
Just slowing down—asking what feels real versus what performs real—puts you ahead of the game.
#MediaLiteracy #BehavioralSignals #SocialEngineering #PostTruth
But you don’t have to.
Just slowing down—asking what feels real versus what performs real—puts you ahead of the game.
#MediaLiteracy #BehavioralSignals #SocialEngineering #PostTruth
#TrollDetection #MachineLearning #BehavioralSignals
Researchers trained a machine learning model on tweet behavior, not content.
Why?
Because trolls change what they say.
But they struggle to fake how they act.
Researchers trained a machine learning model on tweet behavior, not content.
Why?
Because trolls change what they say.
But they struggle to fake how they act.
April 8, 2025 at 11:00 AM
#TrollDetection #MachineLearning #BehavioralSignals
Researchers trained a machine learning model on tweet behavior, not content.
Why?
Because trolls change what they say.
But they struggle to fake how they act.
Researchers trained a machine learning model on tweet behavior, not content.
Why?
Because trolls change what they say.
But they struggle to fake how they act.
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
This is the shift in how we detect disinfo.
Not by catching lies.
But by catching inauthentic behavior.
Because behavior is harder to fake than content.
#TrollDetection #Disinformation #BehavioralSignals #PostTruth
Not by catching lies.
But by catching inauthentic behavior.
Because behavior is harder to fake than content.
#TrollDetection #Disinformation #BehavioralSignals #PostTruth
April 8, 2025 at 8:31 AM
This is the shift in how we detect disinfo.
Not by catching lies.
But by catching inauthentic behavior.
Because behavior is harder to fake than content.
#TrollDetection #Disinformation #BehavioralSignals #PostTruth
Not by catching lies.
But by catching inauthentic behavior.
Because behavior is harder to fake than content.
#TrollDetection #Disinformation #BehavioralSignals #PostTruth
Takeaways — How to Spot a Social Fake
#MediaLiteracy #SpotTheFake #BehavioralSignals
Recap — Trolls Win When You Think They're Just Loud
#TrollTactics #NarrativeWarfare #BehavioralDetection #PostTruth
#MediaLiteracy #SpotTheFake #BehavioralSignals
Recap — Trolls Win When You Think They're Just Loud
#TrollTactics #NarrativeWarfare #BehavioralDetection #PostTruth
April 8, 2025 at 1:32 PM
Takeaways — How to Spot a Social Fake
#MediaLiteracy #SpotTheFake #BehavioralSignals
Recap — Trolls Win When You Think They're Just Loud
#TrollTactics #NarrativeWarfare #BehavioralDetection #PostTruth
#MediaLiteracy #SpotTheFake #BehavioralSignals
Recap — Trolls Win When You Think They're Just Loud
#TrollTactics #NarrativeWarfare #BehavioralDetection #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
🧵👇
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
Marketing used to be reactive. Now, it’s predictive.
At ADage, we use behavioral and psychographic signals to know who’s ready before they reach out. That means fewer wasted impressions – and more qualified leads at the right moment.
#PredictiveMarketing #BehavioralSignals #SeniorLivingSales
At ADage, we use behavioral and psychographic signals to know who’s ready before they reach out. That means fewer wasted impressions – and more qualified leads at the right moment.
#PredictiveMarketing #BehavioralSignals #SeniorLivingSales
July 20, 2025 at 11:52 AM
Marketing used to be reactive. Now, it’s predictive.
At ADage, we use behavioral and psychographic signals to know who’s ready before they reach out. That means fewer wasted impressions – and more qualified leads at the right moment.
#PredictiveMarketing #BehavioralSignals #SeniorLivingSales
At ADage, we use behavioral and psychographic signals to know who’s ready before they reach out. That means fewer wasted impressions – and more qualified leads at the right moment.
#PredictiveMarketing #BehavioralSignals #SeniorLivingSales