Qiaoling Chen

In infinite-dimensional Banach spaces, standard dualities between detectability and exponential output-to-state stability break down completely—unless the unstable subspace remains strictly finite-dimensional.

Training speculative decoding models just got an order of magnitude faster, unlocking real-world deployment with a new open-source framework and a suite of production-ready draft models.