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Sentiment in social-media conversations is significantly influenced by discourse moves, with specific interventions capable of mitigating negativity or amplifying hostility.
Multimodal models struggle significantly, with leading systems scoring as low as 15.6 on the new Modality Maturity Index, revealing critical gaps in their capabilities.
LLMs can now play at being AI researchers, but they're mostly just good at hyperparameter sweeps, not groundbreaking discoveries.