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Uncovered: mental health chatbots can fall into dangerous "validation spirals" or "empathy fatigue" patterns, revealing critical relational safety flaws missed by current single-turn evaluations.
LLMs scrub away up to 20% of culturally specific language, even while preserving the core meaning, revealing a "Semantic Preservation Paradox" that threatens linguistic diversity.