
Google researchers introduce HCC-STAR, a clinical-reasoning LLM for risk stratification and treatment guidance in hepatocellular carcinoma. This model achieves state-of-the-art performance in treatment recommendation and risk stratification. The study demonstrates the potential of AI in precision therapy for HCC patients.

Google's latest research validates Gemini models (2.5 Flash, 3.5 Flash, 3.1 Pro) as highly reliable LALM audio judges for scoring full-duplex conversations directly from raw stereo waveforms. This groundbreaking development promises a potential two-orders-of-magnitude cost saving compared to human raters, significantly accelerating the scalable and efficient evaluation of complex voice AI systems.
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