not much happened today

**Zhipu AI's GLM-4.7** release marks a significant improvement in **coding, complex reasoning, and tool use**, quickly gaining ecosystem adoption via Hugging Face and OpenRouter. **Xiaomi's MiMo-V2-Flash** is highlighted as a practical, cost-efficient mixture-of-experts model optimized for deployment. The open-weight text-to-image competition sees **Z-Image Turbo** leading with 6B parameters under Apache-2.0 license. Video model advances focus on control and long-form consistency, exemplified by **Kling 2.6 Motion Control** and research like MemFlow's adaptive memory retrieval. In agent frameworks, **Google's A2UI protocol** introduces agent-driven UI generation, while studies reveal that mixing multiple agent frameworks is common, with challenges in logic, termination, and tool interaction. LangChain emphasizes persistent memory patterns for production agents.