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The Secret to Reproducible and Portable Optimization: ORPilot’s Intermediate Representation (IR)

Towards Data Science

ORPilot uses an Intermediate Representation (IR) to ensure reproducibility and portability in production-level AI optimization modeling. The IR decouples optimization logic from specific environments, enabling consistent results across different platforms. This approach addresses key challenges in deploying AI agents for real-world optimization tasks.

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