Qwen3-Omni

A new arXiv paper (2608.24958v1) reports that the audio language model Qwen3-Omni encodes spoken answers in its middle layers before emitting any token, readable via a logit lens. The readout is langu…

A linear classifier separates image from text embeddings with 100% accuracy in Kimi K3, Inkling, and Qwen3-Omni, revealing that each model's coordinate system, not missing content, causes the modality…

M* (M-Star), a new serving system for multimodal models, matches or beats specialized systems by up to 2.7× on speech and image serving and 12.5× on world-model rollouts. It uses a Walk Graph abstract…