not much happened today
**vLLM 0.12.0** introduces DeepSeek support, GPU Model Runner V2, and quantization improvements with PyTorch 2.9.0 and CUDA 12.9. **NVIDIA** launches CUDA Tile IR and cuTile Python for advanced GPU tensor operations targeting Blackwell GPUs. **Hugging Face** releases Transformers v5 RC with an any-to-any multimodal pipeline supporting models like **Gemma3n** and **Qwen3-Omni**. Agent platforms see updates from **LangChain** with content moderation and cost tracking, **Together AI** and **Meta AI** collaborate on RL for long-horizon workflows, and **SonarSource** integrates static analysis into AI codegen. Economic insights from **OpenRouter** highlight coding as a key AI application, with reasoning models surpassing 50% usage and market bifurcation between premium and open models. Additionally, **Kling Video 2.6** debuts native audio capabilities, and **Runway Gen-4.5**, **Qwen3-TTS**, and **Gemini 3 Pro** advance multimodality.