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PCS narrows the reasoning performance gap between English and other languages in LRM applications, achieving language consistency without heavy resource demands.
Even top-tier LLMs falter in open-ended cultural reasoning, revealing significant performance disparities across regions and underscoring the limitations of knowledge-centric evaluations.
