Resources

AI is making market research faster and more abundant. Learn why trust, participant quality, provenance, and human validation matter more than ever.

A quick guide to AI evaluation, from model benchmarks and application evals to user evals, human input, and AI experience benchmarking.

Learn how ARQ™ measures the human-AI relationship across trust, control, understanding, outcomes, and affinity to help improve AI experiences.

Meet Auros, the human network behind AI, connecting organizations with verified people and expertise to train, evaluate, and improve AI.

LLM-as-a-judge has become a common way to scale AI evaluation. It uses a model grader to score model outputs or agent behavior against a rubric, compare responses, and run evaluations repeatedly as systems change.