<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Algorithmic Auditing on Natalia Stanusch</title><link>https://natalia.stanusch.net/tags/algorithmic-auditing/</link><description>Recent content in Algorithmic Auditing on Natalia Stanusch</description><generator>Hugo</generator><language>en</language><lastBuildDate>Tue, 22 Sep 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://natalia.stanusch.net/tags/algorithmic-auditing/index.xml" rel="self" type="application/rss+xml"/><item><title/><link>https://natalia.stanusch.net/publications/human-economy-ai-slop-aif-siegen/</link><pubDate>Wed, 20 Aug 2025 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/human-economy-ai-slop-aif-siegen/</guid><description>&lt;p&gt;The Human Economy Behind Platform-Ready AI Slop, with Martin Degeling and Salvatore Romano. &lt;em&gt;&lt;a href="https://www.mediacoop.uni-siegen.de/de/autumn-school-synthetic-social-media-studying-platform-embedded-ai-2026/" target="_blank" rel="noopener noreferrer"&gt;Synthetic Social Media: Studying Platform-Embedded AI&lt;/a&gt;&lt;/em&gt;, University of Siegen. Siegen, Germany. 22–25 September 2026.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/from-promise-to-practice-evaluating-research-data-access-under-the-dsa/</link><pubDate>Mon, 16 Feb 2026 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/from-promise-to-practice-evaluating-research-data-access-under-the-dsa/</guid><description>&lt;p&gt;From Promise to Practice: Evaluating Research Data Access Under the DSA, with Salvatore Romano, Martin Degeling, Natalie Kerby, Miazia Schueler, Buse Ryze Çetin. &lt;em&gt;The DSA and Platform Regulation Conference Amsterdam&lt;/em&gt;, DSA Observatory. Amsterdam, The Netherlands. 16–17 February 2026.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/llms-dsa-and-ai-act-introducing-methods-and-approaches-to-auditing-llm/</link><pubDate>Mon, 01 Dec 2025 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/llms-dsa-and-ai-act-introducing-methods-and-approaches-to-auditing-llm/</guid><description>&lt;p&gt;LLMs, DSA, and AI Act: Introducing Methods and Approaches to Auditing LLMs Moderation across Languages and Interfaces in the Electoral Contexts, with Raziye Buse Cetin, Salvatore Romano, Miazia Schueler, Meret Baumgartner, Bastian August, Alexandra Rosca. In &lt;em&gt;Content Moderation across Social Media Platforms&lt;/em&gt;, Routledge. Forthcoming, online as a &lt;a href="https://arxiv.org/abs/2509.19890" target="_blank" rel="noopener noreferrer"&gt;Preprint&lt;/a&gt;.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/platgovnet-conf-dec-2025/</link><pubDate>Mon, 01 Dec 2025 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/platgovnet-conf-dec-2025/</guid><description>&lt;p&gt;Prompt, Upload, Repeat: The Clutched Entanglement of Platform Economy and Governance in the Face of Agentic Al Accounts, with Martin Degeling, Salvatore Romano, Raziye Buse Çetin, Miazia Schueler, Silvia Semenzin. &lt;em&gt;PlatGovNet 2025: Transitions, frictions and new realities in global platform governance&lt;/em&gt;. Online. December 1, 2025.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/prompt-upload-repeat-how-agentic-ai-accounts-flood-tiktok-with-harmful/</link><pubDate>Sat, 01 Nov 2025 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/prompt-upload-repeat-how-agentic-ai-accounts-flood-tiktok-with-harmful/</guid><description>&lt;p&gt;&lt;a href="https://aiforensics.org/work/agentic-ai-accounts" target="_blank" rel="noopener noreferrer"&gt;Prompt, Upload, Repeat: How Agentic AI Accounts Flood TikTok with Harmful Content&lt;/a&gt;, with Martin Degeling, Salvatore Romano, Raziye Buse Çetin, Miazia Schueler, Silvia Semenzin. &lt;em&gt;AI Forensics&lt;/em&gt;, 2025. Also online as a &lt;a href="https://www.researchgate.net/publication/403158548_Prompt_Upload_Repeat_How_Agentic_Al_Accounts_Flood_TikTok_with_Harmful_Content" target="_blank" rel="noopener noreferrer"&gt;Preprint&lt;/a&gt;.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/generating-algorithmic-virality-how-synthetic-ai-imagery-and-agentic-a/</link><pubDate>Mon, 04 Aug 2025 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/generating-algorithmic-virality-how-synthetic-ai-imagery-and-agentic-a/</guid><description>&lt;p&gt;&lt;a href="https://aiforensics.org/work/gen-ai-slop" target="_blank" rel="noopener noreferrer"&gt;Generating Algorithmic Virality: How synthetic AI imagery and agentic AI accounts try to game TikTok and Instagram&lt;/a&gt;, with Martin Degeling, Salvatore Romano, Buse Ryze Çetin, Miazia Schueler, Silvia Semenzin. &lt;em&gt;AI Forensics&lt;/em&gt;, 2025. Also online as a &lt;a href="https://arxiv.org/abs/2508.01042" target="_blank" rel="noopener noreferrer"&gt;Preprint&lt;/a&gt;.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/tiktok-s-polish-elections-labels-only-sometimes-and-only-for-some/</link><pubDate>Mon, 09 Jun 2025 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/tiktok-s-polish-elections-labels-only-sometimes-and-only-for-some/</guid><description>&lt;p&gt;&lt;a href="https://aiforensics.org/work/tiktok-polish-elections" target="_blank" rel="noopener noreferrer"&gt;TikTok&amp;rsquo;s Polish Elections Labels: Only Sometimes, and Only for Some&lt;/a&gt;, with Martin Degeling and Salvatore Romano. &lt;em&gt;AI Forensics&lt;/em&gt;, 2025.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/projects/ai-magic-non-magic-myth-a-reverse-ai-seance-through-empirical-embodied/</link><pubDate>Fri, 02 May 2025 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/projects/ai-magic-non-magic-myth-a-reverse-ai-seance-through-empirical-embodied/</guid><description>&lt;p&gt;Workshop presenter and co-organizer, &lt;a href="https://app.notion.com/p/nadiapiet/WORKSHOP-AI-Auditing-through-LLM-S-ance-w-Natalia-Stanusch-21837d00383380c096c3e2d8f5e72df2?pvs=25#21837d0038338160b6f0e98a307d062e" target="_blank" rel="noopener noreferrer"&gt;AI Auditing through LLM Séance&lt;/a&gt;. &lt;em&gt;AIxDESIGN Festival: On Slow AI&lt;/em&gt;, for AIxDESIGN. Amsterdam, the Netherlands. 1–3 May 2025.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/searching-for-moderation-inconsistent-moderation-and-links-to-eu-banne/</link><pubDate>Fri, 29 Nov 2024 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/searching-for-moderation-inconsistent-moderation-and-links-to-eu-banne/</guid><description>&lt;p&gt;&lt;a href="https://aiforensics.org/work/searching-for-moderation" target="_blank" rel="noopener noreferrer"&gt;Searching for Moderation: Inconsistent Moderation and Links to EU-Banned Russian Media in OpenAI&amp;rsquo;s &amp;lsquo;ChatGPT Search&amp;rsquo;&lt;/a&gt;, with Salvatore Romano, Miazia Schueler, Buse Ryze Çetin, Paul Bouchaud, Marc Faddoul. &lt;em&gt;AI Forensics&lt;/em&gt;. 2024.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/projects/the-role-of-ai-in-political-elections/</link><pubDate>Fri, 15 Nov 2024 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/projects/the-role-of-ai-in-political-elections/</guid><description>&lt;p&gt;Panelist, &lt;em&gt;The Role of AI in Political Elections&lt;/em&gt;. For AI &amp;amp; Politics RPA, University of Amsterdam. Amsterdam, the Netherlands. 15 November 2024.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/chatbots-s-elected-moderation-measuring-the-moderation-of-election-rel/</link><pubDate>Wed, 31 Jul 2024 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/chatbots-s-elected-moderation-measuring-the-moderation-of-election-rel/</guid><description>&lt;p&gt;&lt;a href="https://aiforensics.org/work/chatbots-moderation" target="_blank" rel="noopener noreferrer"&gt;Chatbots: (S)elected Moderation. Measuring the Moderation of Election-Related Content Across Chatbots, Languages and Electoral Contexts&lt;/a&gt;, with Salvatore Romano, Miazia Schueler, Riccardo Angius, Buse Ryze Çetin, Sonia Tabti, Marc Faddoul, Meret Baumgartner, Bastian August, Pavlos Ferlachidis, Alexandra Rosca, Gizem Brasser, Luca Bottani. &lt;em&gt;AI Forensics&lt;/em&gt;, 2024.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/the-relationship-between-knowledge-production-and-google-in-framing-an/</link><pubDate>Wed, 02 Aug 2023 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/the-relationship-between-knowledge-production-and-google-in-framing-an/</guid><description>&lt;p&gt;&lt;a href="https://www.researchgate.net/publication/375952912_The_Relationship_Between_Knowledge_Production_and_Google_in_Framing_and_Reframing_AI_Imaginary_A_Comparative_Algorithmic_Audit_between_the_US_and_Italy" target="_blank" rel="noopener noreferrer"&gt;The Relationship Between Knowledge Production and Google in Framing and Reframing AI Imaginary. A Comparative Algorithmic Audit between the US and Italy&lt;/a&gt;. In &lt;em&gt;Proceedings of International Conference on Research in Education and Science 2023&lt;/em&gt;. ISTES Organization, 2023.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/knowledge-production-and-google-icres-talk/</link><pubDate>Thu, 18 May 2023 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/knowledge-production-and-google-icres-talk/</guid><description>&lt;p&gt;The Relationship Between Knowledge Production and Google in Framing and Reframing AI Imaginary. A Comparative Algorithmic Audit between the US and Italy. &lt;em&gt;International Conference on Research in Education and Science (ICRES)&lt;/em&gt;. Cappadocia, Turkey. 18–21 May 2023.&lt;/p&gt;</description></item><item><title/><link>https://natalia.stanusch.net/publications/what-happens-if-you-google-qatar-world-cup-in-18-different-countries/</link><pubDate>Tue, 01 Nov 2022 00:00:00 +0000</pubDate><guid>https://natalia.stanusch.net/publications/what-happens-if-you-google-qatar-world-cup-in-18-different-countries/</guid><description>&lt;p&gt;&lt;a href="https://dataethics.eu/what-happens-if-you-google-qatar-world-cup-in-18-different-countries/" target="_blank" rel="noopener noreferrer"&gt;What Happens If You Google ‘Qatar World Cup’ in 18 Different Countries&lt;/a&gt;. For &lt;em&gt;DataEthics.eu&lt;/em&gt;, 2022.&lt;/p&gt;</description></item></channel></rss>