WHO ASSURES THE ASSURER? A POSITION ON META-ASSURANCE FOR AI-MEDIATED EVALUATION
Artificial intelligence is now used to evaluate other systems. Large language models (LLMs) generate assurance profiles, control questions and test cases, judge benchmark outputs, and support automated red teams. At the same time, the evaluated systems are often LLM-based agents themselves. In this position paper, we a...