=OpenAI detailed how adjusting two API settings significantly improved GPT-5.6’s performance on the ARC-AGI-3 benchmark. By enabling reasoning retention and compaction features, the model’s scores tripled, enhancing both accuracy and efficiency. This advancement demonstrates the impact of optimizing API parameters to boost large language model capabilities.