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Ensure training data and eval data don't overlap
Ensure training data and eval data don't overlap
Contaminated evals give inflated numbers and false confidence
Reward Engineering > Eval Engineering (for RL)
--- name: "Eval Contamination Prevention" version: "1.0.0" description: "Ensure training data and eval data don't overlap" tags: - rl-skills-universe - "reward-engineering" - "eval-engineering-for-rl" trigger: "eval-contamination-prevention" --- # Eval Contamination Prevention Ensure training data and eval data don't overlap ## Why It Matters Contaminated evals give inflated numbers and false confidence ## Domain **Reward Engineering** > Eval Engineering (for RL)