The use of AI in the insurance sector is being increasingly targeted by American policymakers to ensure that AI and other automated systems being deployed are safe and fair. The laws in the US take varied approaches, with some targeting multiple applications of AI in insurance and others taking a more practice-specific approach. However, they all have a shared aim of addressing and mitigating bias as well as increasing transparency around the use of these tools.