Instruction Following

MT-Bench is used alongside Chatbot Arena. Describe what MT-Bench tests that single-turn benchmarks miss.

You tell the model 'respond in exactly 3 bullet points' and it gives you 5. Which benchmark specifically targets this class of failure?

Spot the directive-design flaw in this customer-support system prompt that's producing inconsistent behavior despite seemingly-clear instructions.

You're tuning a customer-service LLM to stop suggesting refunds in cases where refunds aren't allowed. Which directive is more reliably effective?

When does adding more instructions to a prompt start to HURT rather than help?