The Accountability Paradox: How Platform API Restrictions Undermine AI Transparency Mandates. - Florian A. D. Burnat; Brittany I. Davidson (FAccT, 2026)

Regulatory gray areas of LLM Terms. - Brittany I. Davidson; Kate Muir; Florian A. D. Burnat; Adam N. Joinson (CoRR, 2026)

QUIVER: Cost-Aware Adaptive Preference Querying in Surrogate-Assisted Evolutionary Multi-Objective Optimization. - Florian A. D. Burnat (CoRR, 2026)

Gaming the Metric, Not the Harm: Certifying Safety Audits against Strategic Platform Manipulation. - Florian A. D. Burnat; Brittany I. Davidson (CoRR, 2026)

Measuring Evaluation-Context Divergence in Open-Weight LLMs: A Paired-Prompt Protocol with Pilot Evidence of Alignment-Pipeline-Specific Heterogeneity. - Florian A. D. Burnat; Brittany I. Davidson (CoRR, 2026)

A Benchmark for Strategic Auditee Gaming Under Continuous Compliance Monitoring. - Florian A. D. Burnat; Brittany I. Davidson (CoRR, 2026)

Quotient Semivalues for False-Name-Resistant Data Attribution. - Florian A. D. Burnat; Brittany I. Davidson (CoRR, 2026)

Differentially Private Auditing Under Strategic Response. - Florian A. D. Burnat (CoRR, 2026)

Auditing Privacy in Multi-Tenant RAG under Account Collusion. - Florian A. D. Burnat (CoRR, 2026)