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Motif 3 achieves unprecedented efficiency and performance in language modeling by leveraging a novel Mixture-of-Experts architecture that activates only a fraction of its parameters per token.
Strong performance on generic forecasting metrics can be misleading, as FinVerse reveals that it often fails to translate into effective financial decision-making.
ReasonCast achieves unprecedented integration of time series forecasting and self-explanation, outperforming traditional models while providing causal insights in a single response.
Over 1,100 submissions reveal groundbreaking advancements in sports video understanding, with new methods pushing the boundaries of action prediction and localization.