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F1 scores can be misleading, as 13 out of 15 LLMs fail to discriminate errors better than chance in clinical documentation despite appearing competent.
Fine-grained metrics reveal that robots can recover from failures more effectively than previously thought, reshaping our understanding of their capabilities.
Ambient IoT devices can transform ISAC systems into secure environments, achieving a 14-dB SNR advantage for legitimate users against eavesdroppers.
