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2026 / Optimization

SemBaker

From Interpretation to Compilation: A Compilation-Based Execution Engine for Semantic Operator Systems

What it contributes

Compiles suitable semantic operations into local Python functions, routing between compiled and native execution using cost estimates.

How to read the evidence

Compilation applies to selected operators; generated code is not a universal substitute for semantic model inference.

We checked the primary publication record and abstract. This profile summarizes author-reported work; it does not claim a full-paper audit, implementation audit, or independent reproduction.

Explore the connections

CompilationPipelinesCost models
  • Palimpzest — Declarative pipelines
  • NousDB — Semantic relational algebra
  • PLOP — Hybrid query plans