Retaining reasoning traces and enabling compaction tripled GPT-5.6 performance on the ARC-AGI-3 benchmark. These two specific API adjustments boosted both accuracy and efficiency. The results prove that simple configuration changes can unlock latent reasoning capabilities. Practitioners should prioritize these settings to maximize model performance on complex abstract reasoning tasks.