Anjali Kantharuban

CUEing User Simulators: Calibrated User Embeddings for Multi-Turn Benchmarking

Recent benchmarks rely on user simulators to evaluate AI agents in multi-turn interaction. While existing simulation techniques demonstrate surface fidelity to human style and behavior, ecologically valid interactive benchmarking also requires alignment in when and how agents fail across simulated and real user populat...