Government, industry, and academia depend on surveys more than ever before. However, shifting social behaviors, technology, and public trust mean that the accuracy and reliability of surveys are in flux. This Thought Summit brings together experts in survey research with connections to large NSF-funded surveys, data science, and AI. Our goal is to identify strategies and infrastructure to support the most accurate and cost-effective surveys.