NVIDIA is accepting worldwide applications for its Graduate Fellowship Program for the 2027–2028 academic year to support doctoral research related to NVIDIA technologies. Awards can be up to $60,000 per student, with an application deadline of October 30, 2026. Students who apply will be considered for grants, mentorship, and technical support, including a mandatory in-person NVIDIA research office internship in summer 2027.
CoreWeave announced that Cognition can run production workloads on NVIDIA Vera Rubin NVL72 and that CoreWeave is making Vera Rubin availability and NVIDIA Vera CPU support available via CoreWeave Cloud. Cognition reported up to a 4.8x increase in total token throughput for SWE-2 inference on Vera Rubin NVL72 versus a GB200 NVL72 baseline. CoreWeave launched CoreWeave Forge to connect production observability back into training and evaluation, changing the workflow so model and agent improvements can happen in a unified loop.
NVIDIA, MIT, and Oxford introduced Physis-Lang, a framework that uses physics-focused captions as a shared representation for video world models. On the Physics-IQ Verified leaderboard snapshot dated September 29, 2026, Cosmos3-Super ranked first with 48.2 ± 1.4, beating Veo 3.1. The approach adds physics reasoning and negative prompts, then uses a caption-evolution loop and targeted data curation to improve physical correctness.
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