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JIT-Agent transforms agent performance by enabling real-time, adaptive harness evolution, leading to significant performance gains over existing models.
AdaptSim transforms CRS evaluation by generating realistic dialogues that adapt to diverse user styles and preferences, overcoming traditional simulator limitations.
Audio backdoor attacks leave a tell: triggers are surprisingly stable to destructive noise but fragile to meaning-preserving changes.
Achieve expert-level bronchoscopic navigation without external sensors by having a world-model critic arbitrate between reactive and strategic AI agents.
Generative recommendation can beat DLRM in large-scale advertising, driving a 4.2% revenue lift in Kuaishou's production system via innovations in tokenization, decoding, optimization, and serving.
