vLLM server brings OpenAI compatible APIs to local and cloud models

vLLM exposes an OpenAI compatible HTTP server for text, chat, embeddings, audio, and multimodal workloads, while adding its own extensions for pooling, scoring, and re-ranking. It is designed to let existing OpenAI clients talk to local or self-hosted models with minimal code changes.

Nvidia debuts rtx mega geometry with next gen ray tracing demos

Nvidia introduced rtx mega geometry at gdc 2026 alongside its geforce rtx 50 series, showcasing new techniques for handling extreme geometric detail in ray traced scenes. Early demos in alan wake 2 and the witcher 4 highlight performance gains and memory savings from nested triangle clusters.

Nvidia and Thinking Machines form gigawatt scale Artificial Intelligence partnership

Nvidia and Thinking Machines Lab have entered a multiyear deal to deploy at least one gigawatt of next generation Vera Rubin systems for frontier Artificial Intelligence model training and customizable platforms. The partnership combines major infrastructure commitments with a strategic investment to expand access to frontier and open models for enterprises, researchers and scientists.