not much happened today

**Alibaba** launched **Qwen3.8-Max**, enhancing multimodal capabilities and agent ecosystem integration. **NVIDIA** introduced **Alpamayo 2 Super** for autonomous vehicle reasoning, while **Mistral AI** released **Shieldstral**, a 3B parameter open-weights safety model for on-device moderation. **Pokee AI** unveiled **Pokee-Isaac 28B** with a 10M-token context and single-GPU deployability, and **DeepGrove AI** presented **Maple-Preview**, an open-source 20B ternary-weight reasoning model optimized for Mac Mini M4. Pricing shifts, notably with **Luna** and **DeepSeek-V4-Flash**, are influencing product design and serving economics. Routing innovations like **Not Diamond Code** and **Devin Fusion** are reducing costs significantly without quality loss. Infrastructure advances include **Cursor AI**'s open-sourced MoK megakernel for MoE training.