The A.I. Daily
NVIDIA: full-stack codesign tackles AI memory challenge
Rising model sizes and context lengths are increasing GPU memory pressure amid tighter supply. NVIDIA says full-stack codesign across GPU, CPU, networking, storage and software boosts memory efficiency: from Blackwell Ultra to Vera Rubin, HBM per GPU rose about 3% while agentic throughput per dollar rose up to 30x.