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Last updated: March 22, 2026, 12:30 AM ET

Data Systems & Modeling

The complexity inherent in modern data platforms often manifests as a sprawling "SQL jungle," where business logic becomes fragmented across countless scripts and dashboards over time. This accumulation of technical debt contrasts with advancements in optimization techniques, where researchers are demonstrating methods to manage highly complex, nonlinear constrained models by employing piecewise linear approximations that allow for leveraging robust LP/MIP solvers such as Gurobi.