BELLS benchmark

Theory of Change

By providing standardised, open-source evaluations of how well different guardrail and monitoring systems detect harmful or non-compliant model behaviour, BELLS aims to raise the bar for AI supervision tools and inform regulators, labs, and safety institutes about which approaches best mitigate real-world risks from advanced language models.