From Semantic Operators to Deep Research: Towards Building the Runtime for AI-Driven Analytics

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Invited talk on bridging semantic operator systems and Deep Research to build a general-purpose runtime for AI-driven analytics. Covered the evolution from Palimpzest’s declarative programming model and Abacus’ cost-based optimizer to our vision for an AI query engine for Deep Research.