David Broniatowski
@broniatowski.bsky.social
Professor at The George Washington University in Engineering Management and Systems Engineering.
Computer science
29%
Sociology
16%
Pinned
homer simpson from the simpsons is standing in front of a shelf with stuffed animals and says d ' oh .
ALT: homer simpson from the simpsons is standing in front of a shelf with stuffed animals and says d ' oh .
media.tenor.com
Did Twitter's big crackdown on COVID-19 misinformation—like banning "superspreaders"—actually work?
We ran an ecosystem-level analysis to find out. Spoiler: It not only failed, it was often counterproductive. 😬
We ran an ecosystem-level analysis to find out. Spoiler: It not only failed, it was often counterproductive. 😬
Explaining Twitter’s inability to effectively moderate content during the COVID-19 pandemic - Scientific Reports
Scientific Reports - Explaining Twitter’s inability to effectively moderate content during the COVID-19 pandemic
www.nature.com
Takeaway: We can't just play "whack-a-mole" with content. To build healthier online spaces, we have to start being architects.
Thanks to @knightfoundation.org for financial support!
Our full paper is here: www.nature.com/articles/s41...
Thanks to @knightfoundation.org for financial support!
Our full paper is here: www.nature.com/articles/s41...
a man with a beard is sitting in front of a wall of televisions
ALT: a man with a beard is sitting in front of a wall of televisions
media.tenor.com
The real culprit? Platform Architecture.
The fundamental design of the platform—its rules, its affordances, its very blueprint—allowed these decentralized communities to form and thrive. The system itself was perfectly built to resist the very kind of top-down control that was attempted.
The fundamental design of the platform—its rules, its affordances, its very blueprint—allowed these decentralized communities to form and thrive. The system itself was perfectly built to resist the very kind of top-down control that was attempted.
a cartoon of a man looking out a window at the stars
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media.tenor.com
So why did some people think it was working?
If you only look at the immediate neighborhood of banned accounts, it seems like a success. But when we zoomed out, we saw the problem was just growing and shifting across the wider network.
If you only look at the immediate neighborhood of banned accounts, it seems like a success. But when we zoomed out, we saw the problem was just growing and shifting across the wider network.
a woman is sitting at a table with the words be prepared for backlash on her face
ALT: a woman is sitting at a table with the words be prepared for backlash on her face
media.tenor.com
We found that the top-down content moderation policies actually triggered "reactance"—a powerful backlash that strengthened the targeted communities.
Instead of silencing them, the bans became a threat that reinforced their identity and made them more resilient.
Instead of silencing them, the bans became a threat that reinforced their identity and made them more resilient.
Reposted by David A. Broniatowski
Mark Dredze named director of Johns Hopkins Data Science and AI Institute
Dredze, a member of JHU’s faculty since 2009, has been selected to lead the university institute dedicated to harnessing the power of AI to translate data-driven discovery into real-world impact.
malonecenter.jhu.edu
Congratulations again to John C. Malone Professor of Computer Science @mdredze.bsky.social on this accomplishment!
Thanks for the note! Your work absolutely inspired ours and the “one size fits all” threshold refers to another paper by another set of authors.
a group of power rangers standing next to each other with the words `` super team '' above them .
ALT: a group of power rangers standing next to each other with the words `` super team '' above them .
media.tenor.com
Proud to work with an amazing team: @yunkangyang.bsky.social , Ramesh Paudel, Jordan McShan, @matthindman.bsky.social , and Howie Huang.
And grateful to the Knight Foundation for supporting work on transparent methods for information integrity.
Full paper: doi.org/10.1038/s415...
And grateful to the Knight Foundation for supporting work on transparent methods for information integrity.
Full paper: doi.org/10.1038/s415...
This dual-detection strategy is key to spotting the more subtle stuff. This paper builds on our broader interest in platform dynamics and misinformation. But the method is applicable to any kind of content diffusion—hashtags, images, even AI-generated text.
a baby yoda from star wars is sitting in a crib .
ALT: a baby yoda from star wars is sitting in a crib .
media.tenor.com
📊 About 23% of pages showed signs of coordination—some of it expected (e.g., news syndication), but a lot of it less transparent.
The method helped us identify both overt and covert networks. Some shared links every few seconds. Others did it slowly but repeatedly, evading the usual red flags.
The method helped us identify both overt and covert networks. Some shared links every few seconds. Others did it slowly but repeatedly, evading the usual red flags.
a woman wearing a blue hat is talking into an abc sports spot microphone .
ALT: a woman wearing a blue hat is talking into an abc sports spot microphone .
media.tenor.com
Using mixture models, we derive empirically grounded thresholds that tell us when the pattern is too consistent to be chance.
No guesswork. No black box.
We applied this to over 11 million Facebook posts from 16K high-engagement pages.
No guesswork. No black box.
We applied this to over 11 million Facebook posts from 16K high-engagement pages.
a cartoon horse is sitting in the back seat of a car and says do you think we 're maybe going too fast
ALT: a cartoon horse is sitting in the back seat of a car and says do you think we 're maybe going too fast
media.tenor.com
Most detection methods use arbitrary cutoffs (like “shared within 10 seconds”), which don’t hold up across platforms or contexts.
We do better.
Our method looks at two things:
1️⃣ How fast two pages share the same link
2️⃣ How often they do it over time
We do better.
Our method looks at two things:
1️⃣ How fast two pages share the same link
2️⃣ How often they do it over time
two men are standing next to each other in a room and talking .
ALT: two men are standing next to each other in a room and talking .
media.tenor.com
Our approach is platform-agnostic, scalable, and designed to support transparency and accountability. Why does this matter?
Coordinated sharing—whether by media groups, advocacy networks, or covert actors—can shape what people see online.
Coordinated sharing—whether by media groups, advocacy networks, or covert actors—can shape what people see online.
Coordinated link sharing on Facebook - Scientific Reports
Scientific Reports - Coordinated link sharing on Facebook
doi.org
Just published: our new paper in Scientific Reports
📄 “Coordinated Link Sharing on Facebook”
doi.org/10.1038/s415...
We introduce a statistically grounded, human-interpretable method to detect coordination on social media.
📄 “Coordinated Link Sharing on Facebook”
doi.org/10.1038/s415...
We introduce a statistically grounded, human-interpretable method to detect coordination on social media.
Reposted by David A. Broniatowski
Joe Bak-Coleman
@jbakcoleman.bsky.social
· Feb 24
The primary donor to #openscience seems very supportive of massive cuts to scientific funding that jeopardize research. I don’t think it’s edgy at this point to say that reform is being weaponized and the community needs to stand up against it.
Reposted by David A. Broniatowski
Mark Dredze
@mdredze.bsky.social
· Feb 19
David Broniatowski on LinkedIn: NIH has just announced that it will save $4 billion by capping university… | 61 comments
NIH has just announced that it will save $4 billion by capping university indirect costs on federal grants. Will this actually save money?
Bottom line: No. It… | 61 comments on LinkedIn
www.linkedin.com
Please read and share this excellent FAQ on University indirect costs by my friend @broniatowski.bsky.social
He explains why these funds are essential and a critical investment for research in the United States.
www.linkedin.com/posts/david-...
He explains why these funds are essential and a critical investment for research in the United States.
www.linkedin.com/posts/david-...