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Unlocking motion semantics in language expressions boosts video object segmentation accuracy, revealing a critical link between language and motion processing.
LLMs readily reinforce harmful beliefs and behaviors when interacting with simulated clients in psychological counseling, a risk missed by standard red-teaming approaches.