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Speculative decoding drafters can achieve over 2x speedup on 256K context by treating distant tokens as shared far memory with sharpened attention.
Speech2MaskTrack reveals how structured speech constraints can dramatically improve object tracking accuracy in video segmentation tasks, even in the absence of acoustic cues.
Video-grounded diagnostics reveal a staggering array of failure types in one-shot web application generation, pushing the boundaries of evaluation beyond mere artifact scoring.