#benchmarks

LLM Alignment Evaluation: Why Benchmarks Don't Predict Safety

Practitioners rely on alignment benchmarks that miss the attack surface that matters: agentic tasks, implicit harm, and low-resource languages. Here's how to build an evaluation suite that reflects your actual threat model.