Compliance, Capability, and Conflict: Benchmarking Multimodal LLMs under System Messages

Juan Yeo, Geewook Kim

Production deployments of Multimodal Large Language Models (MLLMs) increasingly rely on system messages to govern model behavior. Yet existing benchmarks either evaluate constraint…