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Fabian Pawelczyk

@fpawel

PhD Researcher at EUI. Interested in the intersection of Social Media and Politics.

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12.11.2024
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Latest posts by Fabian Pawelczyk @fpawel

This will be the 3rd edition. If you study pol. behaviour and work on #CEE, this is the right place to present your research. Dates: June 25-26. Discussants include @simonhix.bsky.social & @eliasdinas.bsky.social. Highlight: roundtable on dem. erosion with H. Kriesi, M. Svolik & N. Wunsch.

05.03.2026 15:30 πŸ‘ 21 πŸ” 15 πŸ’¬ 1 πŸ“Œ 2

I assume there won’t be slides or recordings, right?

26.02.2026 09:16 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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When you see "AI-generated" on Instagram, does it make you more skeptical – or more trusting of everything without a label?

New research from German Instagram users has answers for policymakers pushing for AI labeling laws.
Good news and a warningπŸ‘‡

25.02.2026 09:01 πŸ‘ 2 πŸ” 3 πŸ’¬ 2 πŸ“Œ 0

Congrats Joff!

13.02.2026 17:03 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Thanks for the support!
@hertieschool.bsky.social
@hertiedatascience.bsky.social and @pku1898.bsky.social :)

12.02.2026 14:18 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

n/n This is relevant now: the EU AI Act's labeling requirements enter into force August 2026.

Our findings suggest coverage matters. Partial labeling has trade-offs that policymakers should consider.

Feedback welcome! :)

12.02.2026 14:13 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

5/n This matters because full labeling coverage is unlikely in real-world settings.
If some content is labeled and some isn’t, users may update how they interpret unlabeled posts by comparison.

12.02.2026 14:12 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

4/n But there’s a catch.
We also find an _implied authenticity effect_: exposure to labeled images slightly increased perceived authenticity of _unlabeled_ content (β‰ˆ 1/5 the size of the direct effect).

12.02.2026 14:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

3/n Main result: Labels work.
Both labeling strategies significantly reduced perceived authenticity of AI-generated images (β‰ˆ 0.27 SD).

So far, so good.

12.02.2026 14:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

2/n We ran a pre-registered survey experiment with a _German_ sample (N = 877).
Participants saw Instagram-style posts with:
β€’ no labels
β€’ a process-based label (β€œAI-generated”)
β€’ a harm-based label (β€œMisleading”)

12.02.2026 14:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

1/n Motivated by new regulations requiring disclosure of AI-generated media, me and my co-authors @ddimmery.com and Pu Yan (Peking University) ask two questions:

1️⃣ Do AI labels reduce perceived authenticity of AI images?
2️⃣ Do labels affect how people judge _unlabeled_ content?

12.02.2026 14:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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🚨My first preprint is out on @socarxiv.bsky.social!
How do AI-generated content labels shape what people see as authentic on social media β€” and do labels have unintended side effects? osf.io/preprints/so...

A thread 🧡

12.02.2026 14:06 πŸ‘ 17 πŸ” 7 πŸ’¬ 7 πŸ“Œ 0

Congrats!

29.01.2026 13:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Kann man irgendwo den ganzen Vortrag sehen?

19.01.2026 18:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Any data that shows that there are fewer mixed income neighborhoods?

30.12.2025 14:48 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

causing gentrification AND social segregation seems contradictory to me. What is the right degree of gentrification that counters soc. segregation?

30.12.2025 14:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Congrats!

11.12.2025 16:37 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Very cool work! I will definitely have a closer look into this :)

05.12.2025 00:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

This seems to be very interesting. But I don’t really understand how you can make this claim based on the two observations from the former point. I’d assume that speeches with more media coverage go along with higher stakes and therefore different vocal styles?

05.12.2025 00:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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new paper by Sean Westwood:

With current technology, it is impossible to tell whether survey respondents are real or bots. Among other things, makes it easy for bad actors to manipulate outcomes. No good news here for the future of online-based survey research

18.11.2025 19:15 πŸ‘ 777 πŸ” 390 πŸ’¬ 41 πŸ“Œ 126

ich hΓ€tte auch interesse an solchem interview!

08.11.2025 21:30 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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🚨 Applications Now Open for the EUI PhD Programmes 2026-2027!

πŸ“Š Economics |βš–οΈ Law |πŸ“˜ History | πŸ› Political and Social Sciences

Join the EUI's 50th PhD cohort!

Apply by 15 January 2026 (14:00 CET) for the academic journey of a lifetime! πŸ‘‰: eui.eu/phd

#EUIPhD #PhDOpportunity

01.11.2025 01:15 πŸ‘ 47 πŸ” 64 πŸ’¬ 0 πŸ“Œ 10
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What happens when you reveal an IG post was made by #AI? Can ranked-choice voting reduce #polarization?
These are the questions tackled by this year’s @hertieschool.bsky.social Data Science Thesis Award winners: Fabian Pawelczyk, Corbin Cerny, & Henry Baker.

πŸ‘‰ www.hertie-school.org/en/datascien...

15.09.2025 11:31 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Was ist der geschichtliche Kontext in Florenz? Verstehs nicht ganz

05.07.2025 08:02 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

wieso hast du 2 accounts?

04.07.2025 21:18 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Verstehe. Danke!

04.07.2025 21:14 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Was genau ist interessant?

04.07.2025 19:35 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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β€žDie populistische Entgegensetzung von Volk und Elite zieht auch, weil sie als Ersatzvokabular fΓΌr Klassenkonflikte fungiert.β€œ – Jens Bisky spricht mit Lea ElsΓ€sser und @lwestheuser.bsky.social ΓΌber politische Ungleichheit und die soziale Krise des Parteiensystems.

www.soziopolis.de/leute-ohne-a...

05.12.2024 08:32 πŸ‘ 50 πŸ” 15 πŸ’¬ 0 πŸ“Œ 8

Ok, vielen Dank!

27.11.2024 15:16 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Ist schon abzusehen, ob weitere PhD Stellen innerhalb des Projekts dazukommen?

27.11.2024 12:46 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0