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LLMs are not just misinterpreting AAE; they鈥檙e rewriting it into SAE, but a new method can significantly reduce this bias without sacrificing fluency.
VLMs are prone to critical failures that vary significantly across cultures, exposing the inadequacy of Western-centric safety benchmarks.
