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Natalia Stanusch

@nataliastanusch

Researcher @AIForensics.org | Research Lead of Esoteric AI @aixdesign.bsky.social | PhD Candidate at ASCA, University of Amsterdam |

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02.12.2024
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Latest posts by Natalia Stanusch @nataliastanusch

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How AI is imagined by industry during the Sam Altman controversy - Natalia Stanusch, Richard Rogers, 2026 The aim of this research is to identify AI imaginaries, the issues they raise, and how the AI industry tackles them. It does so by choosing an opportune moment ...

Really enjoyed this paper by @nataliastanusch.bsky.social and Richard Rogers. Their term 'techno-hagiography' (performative writing of a mythology of AI and its spokespeople) and its relationship to temporarily is apt to describe future-making in the present. journals.sagepub.com/doi/10.1177/...

20.02.2026 01:56 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

Grateful to the organizers and participants for important discussions on EU platform regulation in todayโ€™s challenging political climateโ€”and how best to use the DSA and DMA going forward.

๐Ÿ” Read our AI Search report: tinyurl.com/3zf7vvcj

๐Ÿค– Read our TikTok Research API report: tinyurl.com/4mrw3v95

23.02.2026 10:51 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

๐Ÿ”น @nataliastanusch.bsky.social presented our report โ€œFrom โ€˜Googlingโ€™ to โ€˜Asking ChatGPTโ€™: Governing AI Search.โ€

It argues for:
โ€“ expanding moderation to account for AI search systems
โ€“ distinguishing content moderation from behaviour moderation
โ€“ a complementary role for the DSA and the AI Act

23.02.2026 10:51 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

๐Ÿ”น Our Head of Research, Salvatore Romano, spoke on โ€œScraping, APIs, and Access to Platform Data.โ€
Drawing on our TikTok Research API investigation, he showed how unreliable or error-prone APIs can obstruct independent researchโ€”often pushing researchers back to scraping.

23.02.2026 10:51 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
The API Was Official. The Problems Were Also Official.

The API Was Official. The Problems Were Also Official.

Governing AI Search presentation.

Governing AI Search presentation.

At the DSA and Platform Regulation Conference.

At the DSA and Platform Regulation Conference.

Last week marked two years of the DSA.

To mark the occasion, AI Forensics joined the DSA & Platform Regulation Conference, organized by the @dsaobservatory.bsky.social, to share our research and reflect on the future of platform governance in the EU.

We contributed two presentations.๐Ÿ‘‡

23.02.2026 10:51 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

โ€œScraping, APIs & Access to Platform Dataโ€: Our Head of Research Salvatore Romano will present our work on data access under the DSA.

โ€œAI and the DSAโ€: Our Researcher @nataliastanusch.bsky.social will present our work on regulating and moderating AI-powered search.

See you there!

16.02.2026 08:58 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Planning on joining @dsaobservatory.bsky.socialโ€™s #DSA #Conference in #Amsterdam next week?

Come say hi and learn about some of our latest research on Tuesday, February 17 ๐Ÿ‘‡

16.02.2026 08:58 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

๐Ÿ”’Safer Internet Day is a good moment to reflect on how our investigations are helping push the internet in a safer direction โ€” and how we can continue being a catalyst for change in 2026. ๐Ÿงต

10.02.2026 09:44 ๐Ÿ‘ 2 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Stay tuned!

Weโ€™ve received many requests in recent days for updates on our Grok report. Weโ€™re currently conducting additional monitoring and analysis and will have more to share shortly. ๐Ÿ”

14.01.2026 19:10 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

A yearโ€™s work with my colleague @nataliastanusch.bsky.social on โ€œmoderationโ€ & regulation of AI search !

08.12.2025 09:50 ๐Ÿ‘ 5 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Researcher Natalia Stanusch presents the findings, "Investigating AI Chatbots."

Researcher Natalia Stanusch presents the findings, "Investigating AI Chatbots."

Head of Policy โ€ชRaziye Buse ร‡etinโ€ฌ presents the findings from the report "Governing AI Search."

Head of Policy โ€ชRaziye Buse ร‡etinโ€ฌ presents the findings from the report "Governing AI Search."

โ€ชHead of Policy Raziye Buse ร‡etinโ€ฌ presenting at CDT Europe's DSA roundtable.

โ€ชHead of Policy Raziye Buse ร‡etinโ€ฌ presenting at CDT Europe's DSA roundtable.

๐Ÿ” As the EU calls for โ€œsimplification,โ€ our year-long study of LLM chatbots shows a growing regulatory gap.

LLMs like ChatGPT and Gemini increasingly act like search engines. But do they fall under the DSA, the AI Act, or somewhere in between?

09.12.2025 10:41 ๐Ÿ‘ 5 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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From 'Googling' to 'Asking ChatGPT': Governing AI Search We provide an overview of the most relevant changes and shifts between traditional search engines and AI search functionalities. This report also offers a framework for situating AI search in the curr...

โš ๏ธ AI chatbots are reshaping how we search. But EU rules havenโ€™t caught up.

Our new policy report digs into the risks of LLM-powered search and the gap in Europeโ€™s regulatory approach.

So how do we fix it?

๐Ÿ‘‡ Full report + recommendations:
tinyurl.com/2p2h77et

08.12.2025 09:33 ๐Ÿ‘ 5 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 1
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๐Ÿšจ354 automated AI accounts generated 4.5 billion views on TikTok through more than 43,000 AI-made posts.

Our investigation finds Agentic AI Accounts spreading harmful content. Yet TikTok labels around 1.38% of these posts. โš ๏ธ

Full report: tinyurl.com/4kkfm4nn

03.12.2025 09:41 ๐Ÿ‘ 7 ๐Ÿ” 8 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐ŸŽฏ Targeted Ads, TikTok & Meme Resistance
New in Big Data & Society by @nataliastanusch.bsky.social

What do TikTok memes reveal about how users understand โ€” and resist โ€” being watched by algorithms?

๐Ÿ‘‰ journals.sagepub.com/doi/10.1177/...

15.10.2025 07:05 ๐Ÿ‘ 8 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

New AIF report: is AI-generated imagery really gaming the platformsโ€™ algorithms? We investigated search results on #TikTok and #Instagram across countries, languages, and topics. #genai #aislop -> more in our report:

31.07.2025 13:32 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

๐Ÿ“ข In a joint civil society effort, we filed a formal DSA complaint against ๐• (formerly Twitter) for violating Article 26(3) โ€” which bans targeting ads based on sensitive data like sexuality, politics, religion, health.

๐Ÿ“„ Read the joint statement: aiforensics.org/uploads/Join...

15.07.2025 10:02 ๐Ÿ‘ 20 ๐Ÿ” 9 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1

New report just dropped. TikTok, content labelling, and genAI in the context of PL elections 2025. Also the report just got covered in PL by @demagog.org.pl

09.06.2025 14:09 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Tiktok's Polish Elections Labels: Only Sometimes, And Only For Some Our investigation reveals TikTok's systematic failures in applying election information labels during Poland's 2025 Presidential Election. The platform excluded 20+ million Polish diaspora users from ...

๐ŸงตHow TikTok failed Polish democracy during the 2025 Presidential Election

Our new investigation exposes serious gaps in TikTok's election content moderation that disproportionately harmed the Polish diaspora : aiforensics.org/work/tiktok-...

09.06.2025 13:19 ๐Ÿ‘ 4 ๐Ÿ” 6 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
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๐Ÿซต Will you help us spread the word about AIxDESIGN Festival? ๐Ÿซต

๐Ÿ‰ We're throwing our first-ever festival and need your help reaching the people it's made for! > bit.ly/aixd-festiva...

Tag us if you share - we love to see it!

14.04.2025 19:45 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐ŸŽŸ๏ธ TICKETS NOW AVAILABLE ๐ŸŽŸ๏ธ

๐ŸŽชย AIxD Festival: On Slow AI ๐ŸŽชย May 1-3 in Amsterdam

Imagine a cosy space to deconstruct mainstream AI stories, dream up new ones, and figure out how we make them real. It will be a fever dream ofย talks,ย workshops, anย art exhibition, and film screening โ†’ ๐Ÿ”— lu.ma/yiaccf39

11.03.2025 09:55 ๐Ÿ‘ 6 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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It's Monday, time to repeat the week again but before you do... โœจ On a scale of esoteric Sun, how do you feel today after reading our chapter on Esoteric AI? ๐ŸŒž
And in case the horrors of Capitalism persisted, take a moment to vibe and summon the full chapter โ†’ ๐Ÿ”— lnkd.in/gKE-HRfq ๐Ÿ”ฎ

10.03.2025 10:14 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

This chapter is the manifestation of Natalia and the teamโ€™s past 12 months of research into Esoteric AI โณ A labour of love, weโ€™d love to hear your thoughts!

๐ŸŽž๏ธ DREAM TEAM: Sofia Vieira, Kaashvi Kothari, @nataliastanusch.bsky.social , Ploipailin Flynn, @nadiapiet.bsky.social

06.03.2025 10:00 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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RELEASE ALERT ๐Ÿšจ (3/9) โ€œEsoteric AI: To disenchant the enchanted, and enchant the disenchantedโ€ chapter is out now! ๐Ÿ”— Summon the full chapter on our website โ†’ lnkd.in/gKE-HRfq ๐Ÿง›

06.03.2025 09:57 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 3 ๐Ÿ“Œ 0

Augury season

06.03.2025 03:31 ๐Ÿ‘ 33 ๐Ÿ” 7 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 3
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LIVESTREAMing the AIxDESIGN Festival Help us livestream the AIxDESIGN Festival: On Slow AI around the world ๐ŸŒ ๐ŸŒ ๐ŸŒŽ

The AIxD Festival (@aixdesign.bsky.social) is going to be fantastic โ€” and theyโ€™re looking to livestream! If youโ€™re keen, theyโ€™re asking folks to book (or donate!) early so the funds can go straight to the livestream setup. Can you throw them some Euros? www.kickstarter.com/projects/aix...

18.02.2025 13:28 ๐Ÿ‘ 7 ๐Ÿ” 5 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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โ–ซ๏ธLast week I joined #FeelingsInc. Symposium as a panelist. We talked about #chatbots across layers, from the metaphor of mirror and beyond, and about the need to reimagine chatbots from the design, regulation, and end userโ€™s standpoints. Thanks again to Privacy Salon for having me โœจ

18.02.2025 16:00 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
La fabbrica dei fake: come Meta guadagna sulla disinformazione russa nonostante le sanzioni internazionali รˆ stata ribattezzata โ€œla fabbrica dei fakeโ€, la fuga di informazioni che ha portato alla diffusione di migliaia di file provenienti da Social Design

โœ๏ธ๐Ÿ’ฌ #Doppelganger actors continue to monetize via Meta ads @aiforensics.org @reset.tech @checkfirst.network estimated almost half a million dollars in revenue in 2 years despite sanctions! ๐Ÿ’ต

18.02.2025 09:28 ๐Ÿ‘ 9 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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BIRD: Bird Informed Remote Divination by Gaston Welisch Practice data-driven augury with BIRD: Bird Informed Remote Divination by Gaston Welisch

โœจ and, as part of Esoteric AI @aixdesign.bsky.social , I also talked about Gaston Welisch's BIRD: Bird Informed Remote Divination art research project ๐Ÿฆโ€โฌ› โ†’ aixdesign.co/posts/bird 4/4

18.02.2025 11:35 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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[Dis]enchantment: A zine about Esoteric AI by AIxDESIGN & internet teapot (Slow AI Series) Why do we approach AI chatbots as modern-day oracles? This issue of the Slow AI Series โ€œ[Dis]enchantment: A zine about Esoteric AIโ€ summons 54 pages of magic, divination, folklore, and other arcane wa...

โœจI also discussed Esoteric AI @aixdesign.bsky.social where we bring together magic, history, technology, and art, so I mentioned both our recent zine publication (big credits to internet teapot ๐Ÿซ– โ†’ aixdesign.metalabel.com/esoteric-ai-... 3/4

18.02.2025 11:35 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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โœจI talked about my ongoing cross-disciplinary research where media archeology & STS intertwine. I discussed the notion of AI imaginaries both in tech industry and online spaces like Wikipedia, & ways of challenging them by historicizing AI through the lens of other technologies & techniques 2/4

18.02.2025 11:35 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0