The Accountability Paradox: How Platform API Restrictions Undermine AI Transparency Mandates
arXiv:2505.11577v5 Announce Type: replace-cross Abstract: Recent application programming interface (API) restrictions on major social media platforms challenge compliance with the EU Digital Services Act [20], which mandates data access for algorithmic transparency. We develop a structured audit framework to assess the growing misalignment between regulatory requirements and platform implementations. Our comparative analysis of X/Twitter, Reddit, TikTok, and Meta identifies critical ``audit blind-spots'' where platform content moderation and algorithmic amplification remain inaccessible to ind
The paper is published as regulatory bodies like the EU implement mandates for algorithmic transparency, while major platforms increase API restrictions.
This highlights a growing conflict between platform control over data and regulatory demands for accountability, potentially leading to increased legal challenges and platform fragmentation.
The ability of regulators and auditors to effectively oversee algorithmic practices on major social media platforms is now demonstrably hampered by API restrictions.
- · Platforms with restricted APIs
- · Lawyers specializing in tech regulation
- · Regulators and auditors
- · Independent researchers
- · Users concerned about algorithmic transparency
Increased regulatory scrutiny and potential legal action against platforms for non-compliance with transparency mandates.
Platforms may face pressure to either open APIs or develop new, compliant transparency mechanisms, or incur significant fines.
The struggle for algorithmic transparency could drive the development of alternative, open-access social media protocols and platforms.
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Read at arXiv cs.AI