Beefeater on X: "Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community." / X Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community.

Those of us that got past the the election interference of the trolls…

#TrollDetection #TPUSA
#DigitalCoup
#Broliarchy
#Subversion
#CognitiveWarfare #ActiveMeasures

Bot farm and troll detection
And this goes for live influencers too…

x.com/Beefeater_Fe...

The Sanitization of Antisemite Nick Fuentes Nick Fuentes, a 27-year-old Holocaust denier and white nationalist, has long trafficked in racism, misogyny, and antisemitism. Yet mainstream podcasters and platforms are now offering him space to rei...

#TrollDetection #TPUSA
#DigitalCoup
#Broliarchy
#Subversion
#CognitiveWarfare #ActiveMeasures

The Sanitization of Antisemite Nick Fuentes globalextremism.org/post/the-san...

OpenAI’s Sora 2 Used To Spread Holocaust Denial and Glorify Hitler OpenAI’s Sora 2, launched on September 30, faced backlash for generating controversial videos, including antisemitic and misogynistic content.

#TrollDetection #TPUSA
#DigitalCoup
#Broliarchy
#Subversion
#CognitiveWarfare #ActiveMeasures

OpenAI’s Sora 2 Used To Spread Holocaust Denial and Glorify Hitler globalextremism.org/post/openais...

Beefeater on X: "Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community." / X Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community.

#TrollDetection

Bot farm and troll detection
And this goes for live influencers too…

x.com/Beefeater_Fe...

Heritage Foundation Staffers Flood Federal Agencies With Thousands of Information Requests The conservative think tank’s requests are clogging the pipeline at federal agencies in an apparent attempt to find employees a potential Trump administration would want to purge.

#ActiveMeasures
#TrollDetection

working hard to get facts out about getting work done for Americans
#HeritageEnemyofState planted inside live trolls and sabotaged ..flooding the zone….

Heritage Staffers Flood Federal Agencies With Thousands of Info Requests

www.propublica.org/article/have...

#TrollDetection

While Biden Harris admin working hard to get facts out about getting work done for Americans
#HeritageEnemyofState had planted inside live trolls and sabotaged all info by flooding the zone….

www.propublica.org/article/have...

Beefeater on X: "Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community." / X Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community.

#TrollDetection

Bot farm and troll detection
And this goes for live influencers too…

x.com/Beefeater_Fe...

Beefeater on X: "Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community." / X Knowledge is power. Familiarise yourself with some key bot traits. Don’t respond to bot or suspicious accounts. Your response it the oxygen it needs to encourage division in the community.

These are 👇🏼

#TrollDetection

Bot farm and troll detection
And this goes for live influencers too…

x.com/Beefeater_Fe...

Full scale escalation

#TrollDetection

Bot farm and troll detection
And this goes for live influencers too…

x.com/Beefeater_Fe...

Detection at Scale — What This Means Going Forward
#Disinformation #TrollDetection #PlatformAccountability

From Trolls to Trends — When Behavior Becomes Influence
#Disinformation #NarrativeControl #TrollTactics

Behavior Over Bots — Why Machine Learning Works
#TrollDetection #MachineLearning #BehavioralSignals

The 90% Accuracy Test — Patterns You Can’t Fake
#DisinfoDetection #BehavioralFingerprint #TrollOps

#Disinformation #TrollDetection #PlatformAccountability

The study shows we can detect trolls by behavior.
That opens the door to early warning systems—

Not based on ideology or opinion, but on patterns that reveal inauthentic activity.

#TrollDetection
"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."

Thread: 👇

In a post-truth world, lies adapt fast.
But behavior betrays the mask.

And that’s where detection begins.

#TrollDetection #MachineLearning #Disinformation #BehavioralFingerprint

#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.

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

Maybe it's just me, but I'd love to see Bluesky add the join date to the profile, as well as the days 'present' (number of days you've posted or liked or followed)
#trollDetection