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STRATAGEM reveals that selectively reinforcing reasoning trajectories can dramatically enhance a model's ability to transfer reasoning skills across diverse tasks, especially in complex mathematical scenarios.
Ditching caches for compiler-managed data streams, Li Auto's M100 architecture achieves higher utilization than GPUs on autonomous driving tasks, hinting at a new path for efficient AI inference.
Achieve significantly better kidney stone classification by fusing CT scans and EHR data with a novel Transformer architecture.
High-dimensional discrete tokens, previously out of reach for generative models, can now be directly generated, unlocking a unified token prediction paradigm for multimodal architectures.
