Qwen PC edition launches AI voice input for desktop apps via shortcuts, enabling structured dictation and office task automation. ByteDance releases Doubao-Seed-2.0-lite, a full-modal model with unified video, image, audio, and text understanding, excelling in complex reasoning and GUI interaction. Tencent introduces OpenSearch-VL, an open-source multimodal deep search agent enhanced by reinforcement learning. Moonshot AI applies for KimiClaw trademark, signaling potential hardware expansion amid major funding. Mininglamp opens Cider and Mano-P projects to turn Macs into private AI workstations with local inference and GUI automation. OpenAI, with AMD, Intel, Microsoft, and NVIDIA, launches MRC protocol to optimize AI cluster efficiency and reduce GPU idle waste. Google updates AI search by integrating Reddit and social media firsthand views, adding source credibility and topic extensions. xAI launches Grok Imagine Quality Mode API, advancing image realism, text accuracy, and video generation.