NVIDIA released CUDA-Oxide 0.2, the second update to its experimental Rust-to-CUDA compiler, incorporating 37 pull requests from 23 contributors. The new version enables Rust GPU programs to function …
Quantitative trading firm Jane Street is building and independently financing its own data center, signaling a major escalation in the race for compute power amid surging AI demand. The move follows a…
A developer benchmarked two speech-to-text models on a CPU-only Azure VM and found that using an AI agent to plan and execute the task cut costs by 62%, from $1.96 to $0.74. The agent, Neo, achieved t…
NVIDIA's RTX Spark chip combines Arm CPU cores, a powerful RTX Blackwell GPU, and up to 128GB of unified memory, positioning Windows PCs to rival Apple Silicon's performance and efficiency for the fir…
NVIDIA announced its RTX Spark system on a chip, an integrated CPU/GPU/RAM unit designed to deliver unprecedented AI computing power in low-power Windows notebooks and desktops. The chip, which combin…
A new empirical study of Pearl's Proof-of-Useful-Work blockchain found that its network of approximately 320,000 GPU-equivalents, consuming an estimated 112 megawatts of power, produced zero useful AI…
FPT Corporation and NVIDIA released the Nemotron-Personas-Vietnam dataset, an open synthetic data resource for commercial use aimed at advancing sovereign AI development in Southeast Asia. The dataset…
Seeking Alpha assigned Alphabet Inc. a Buy rating, citing the company's proprietary TPU chip stack that reduces dependence on NVIDIA and strengthens its infrastructure moat. The analysis reported Goog…
NVIDIA AI released Dynamo Snapshot, a checkpoint/restore system using CRIU and cuda-checkpoint to eliminate cold-start delays for AI inference workloads on Kubernetes. The system freezes a running inf…
NVIDIA at GTC 2026 presented the full-stack confidential computing capabilities of the Vera Rubin architecture, emphasizing that future AI chips must keep data encrypted throughout computation to prev…
NVIDIA and Apple have resolved the hardware bottleneck for on-device AI, with NVIDIA's RTX Spark (Blackwell GPU, Grace CPU, 128GB unified memory) and Apple's M-series chips enabling 4B+ parameter mode…
NVIDIA GPUs handle variable-length inference requests dynamically without recompilation, while TPUs and AWS Trainium require fixed shapes compiled ahead of time, causing crashes or stalls on mismatche…
A developer built a 3-node cluster using NVIDIA Jetson Orin Nano Super 8GB developer kits, achieving ~759 Mbps per link, peak 58.3°C under full load, and zero throttling at 1728 MHz. The cluster is de…
Anthropic published research on recursive self-improvement (RSI) while OpenAI's ChatGPT crossed 1 billion monthly active users five months behind schedule and announced improved memory features. NVIDI…
NVIDIA founder and CEO Jensen Huang arrived in Seoul on Friday to meet with partners and builders behind South Korea's sovereign AI infrastructure and robotics innovations. Huang emphasized aligning t…
Rumble signed a $270 million multi-year cloud agreement with Together AI for dedicated GPU capacity powered by NVIDIA HGX Blackwell B300 systems, marking the video platform's largest customer commitme…
Marvell Technology surged approximately 30% in a single day after Nvidia CEO Jensen Huang identified the company as a potential "next trillion-dollar" player, highlighting the intense market focus on …
NVIDIA used multi-tier on-policy distillation to train its Llama-3.1-Nemotron-Ultra-253B model, enabling it to outperform larger systems on reasoning tasks without additional compute. The technique ad…
NVIDIA released Nemotron 3 Ultra, a 550-billion-parameter open-weight model designed for agentic AI workloads such as multi-step reasoning, tool use, and autonomous task completion. The model competes…
NVIDIA released Nemotron 3 Ultra, a 253-billion-parameter open-weight model built on the Llama 3.1 architecture, while Anthropic offers Claude Opus 4.8 as its top-tier API-only model for complex agent…