Stop Evaluating LLMs with “Vibe Checks”

# Companies Need Better Ways to Test AI Before Using It Right now, many businesses are making decisions about AI tools based on informal impressions—essentially gut feelings about whether the AI "seems good enough." This article explains why that's risky and shows how to set up a proper testing system (like a scorecard) that measures whether an AI agent actually does what you need it to do reliably. Think of it like the difference between test-driving a car and actually checking its safety ratings before you buy it.