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Layer-resolved analysis reveals that optimal transport can effectively detect hallucinations in NMT, but struggles with faithfulness in summarization, exposing a critical gap in current evaluation methods.
Agentic RAG's potential in low-resource languages like Ukrainian hinges on better retrieval, as even sophisticated agentic reasoning can't overcome poor initial document identification.