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SFAD achieves a remarkable 2.48x speedup in inference while enhancing contextual faithfulness, addressing one of the most pressing challenges in large language models.
Stop obsessing over state prediction accuracy in text-based world models: aligning them with *behavior* yields better long-term planning and evaluation.