Khris Dai

Consumer AI as Health Plan Decision Support: A benchmark of LLM plan recommendations against a claims-based pricing engine

Consumers increasingly ask AI chatbots to recommend health insurance plans, yet little is known about whether they estimate costs accurately or select the right plan. We benchmark the July 2026 consumer AI lineup from OpenAI and Anthropic on a realistic plan-selection task: five...