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cs.AI2026
Oilbird: Training-Free Speculative Decoding with Keys the Verifier Already Computes
Tao Jin, Phuong Minh Nguyen, Zhenzhu Yan +2
Training-free speculative decoding drafts by matching an exact suffix of the context against a pool of earlier context. That lookup misses correct drafts already in the pool, most…
cs.AI2026
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook
Xinlei Yu, Zhangquan Chen, Yongbo He +36
Latent space is rapidly emerging as a native substrate for language-based models. While modern systems are still commonly understood through explicit token-level generation, an inc…