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Gemini Embedding 2's unified multimodal embeddings beat specialized models across diverse tasks and even generalize zero-shot to niche fields like astronomy and culinary arts.
Audio-native LLMs still lag behind cascaded architectures in key audio tasks, suggesting that the multimodal promise of LLMs isn't quite ready for prime time in the sound domain.