In this competition, your goal is to find the best hyperparameters for **CrabNet** in a **multi-objective, noisy, and constrained optimization setting**. Participants will navigate a black-box search space with four objectives and explore trade-offs while respecting all constraints and evaluation budgets. Interaction is only allowed via the provided Python package, which handles campaign setup, evaluation tracking, and export. You **cannot access the internal formulas** of CrabNet; all evaluations must go through the package.