not much happened today

**OpenAI** and **AWS** announced a strategic partnership involving a $38B compute deal to deploy hundreds of thousands of NVIDIA GB200 and GB300 chips, while **Microsoft** secured a license to ship NVIDIA GPUs to the UAE with a planned $7.9B datacenter investment. A 3-month NVFP4 kernel optimization competition on Blackwell B200s was launched by **NVIDIA** and GPU_MODE with prizes including DGX Spark and RTX 50XX GPUs. **vLLM** gains traction for local LLM serving, exemplified by PewDiePie's adoption. **Alibaba** previewed the Qwen3-Max-Thinking model hitting 100% on AIME 2025 and HMMT benchmarks, signaling advances in reasoning with tool use. The MIT-licensed MiniMax-M2 230B MoE model topped the Arena WebDev leaderboard, tying with Claude Sonnet 4.5 Thinking 32k. Critiques emerged on OSWorld benchmark stability and task validity. **LlamaIndex**'s LIGHT framework demonstrated significant improvements in long-term memory tasks over raw context and RAG baselines, with gains up to +160.6% in summarization at 10M tokens. **Amazon** introduced Chronos-2, a time-series foundation model for zero-shot forecasting. The MCP ecosystem expanded with new tools like mcp2py OAuth integration and Gemini Docs MCP server, alongside a build sprint by **Anthropic** and **Gradio** offering substantial credits and prizes. *"OSWorld doesn’t really exist—different prompt sets = incomparable scores"* highlights benchmarking challenges.