4 papers · 1 filter
Scaling, Lock-In, and Proxy Compliance: A Political Economy of Responsible AI
Florian A. D. Burnat, Brittany I. Davidson
AI accountability at scale is an institutional problem: who can observe, verify, and change deployed systems. We develop a sequential political-economy model in which an AI vendor…
A Benchmark for Strategic Auditee Gaming Under Continuous Compliance Monitoring
Florian A. D. Burnat, Brittany I. Davidson
Continuous post-deployment compliance audits, mandated by emerging regulations such as the EU AI Act and Digital Services Act, create a class of strategic gaming distinct from the…
Regulatory gray areas of LLM Terms
Brittany I. Davidson, Kate Muir, Florian A. D. Burnat +1
Large Language Models (LLMs) are increasingly integrated into academic research pipelines; however, the Terms of Service governing their use remain under-examined. We present a com…
The Accountability Paradox: How Platform API Restrictions Undermine AI Transparency Mandates
Florian A. D. Burnat, Brittany I. Davidson
Recent application programming interface (API) restrictions on major social media platforms challenge compliance with the EU Digital Services Act [20], which mandates data access f…