Tanya O'Carroll
independent expert
- Reports
- 2
- Organisation
- 1
- Active since
- 2023
- Latest report
- Mar 2024
Reports
Full database2024
1 report- PanoptykonMar 2024TikTokMetaYouTubeCross-platform
Safe by Default (People vs Big Tech briefing)
Argues engagement-based recommender systems amplifying borderline content is a feature not a bug; calls on regulators to require non-profiling feeds as the default.
Algorithmic Harm & Recommender SystemsPlatform Compliance & GovernanceArt. 27 — Recommender transparencyBy Oliver Marsh, Marc Faddoul, Katarzyna Szymielewicz, Dorota Głowacka and Tanya O'Carroll
2023
1 report- PanoptykonSept 2023Cross-platform
Fixing Recommender Systems: From Identification of Risk Factors to Meaningful Transparency and Mitigation
Sets out six hypotheses on how recommender-system design choices (engagement-driven ranking, addictive features, data-driven personalisation) generate DSA Article 34 'systemic risks,' plus a technical checklist of disclosures VLOPs/VLOSEs should make to regulators, auditors and researchers.
Algorithmic Harm & Recommender SystemsPlatform Compliance & GovernanceArt. 34/35 — Systemic riskBy Katarzyna Szymielewicz, Dorota Głowacka, Alexander Hohlfeld, Bhargav Srinivasa Desikan, Hibaq Farah, Marc Faddoul and Tanya O'Carroll