NVIDIA CUDA 13.3 introduces the clmad PTX instruction for carryless multiplication on all Ampere and newer GPUs, enabling hardware-accelerated cryptographic workloads. On the NVIDIA B200, GHASH throug…
Kalshi, a CFTC-regulated prediction market, launched compute forward curves on July 14, allowing traders to bet on future GPU rental prices for Nvidia's B200, H200, and A100 chips. The contracts enabl…
A cubin (CUDA binary) is a standard ELF64 file with NVIDIA-specific sections that encode everything needed to load and launch a kernel, including machine code, parameter layout, and register allocatio…
Kalshi, the first federally regulated prediction market exchange in the US, has launched contracts allowing traders to speculate on the per-hour cost of running NVIDIA's H100, H200, B200, and RTX 5090…
An engineer's analysis reveals that LLM inference throughput on NVIDIA GPUs is bottlenecked by memory bandwidth, not compute. A 7B model achieves ~15 tok/s on a T4 but over 3,500 tok/s on an H100, a 1…
NVIDIA released a pipeline combining NeMo Data Designer, NeMo Curator, and Nemotron models to generate 500,000 unique synthetic financial news headlines across 13 categories for AI research. The itera…
NVIDIA AI released Nemotron-Labs-3-Puzzle-75B-A9B, a compressed hybrid MoE LLM that achieves up to 2.14x server throughput on 8xB200 nodes and enables 8 concurrent 1M-token requests on a single H100, …
NVIDIA released Nemotron-Labs-3-Puzzle-75B-A9B, a compressed hybrid MoE LLM that achieves 2.03x server throughput over Nemotron-3-Super at matched user throughput. The model uses iterative puzzle comp…
A PhD researcher in AI and automated theorem proving is seeking access to a multi-GPU server capable of running DeepSeek-Prover-V2-671B, offering to pay for GPU usage and interested in long-term colla…
Chinese firms are shifting from Nvidia to domestic AI chips as Beijing certifies nine homegrown processors for state procurement, potentially collapsing Nvidia's China market share from 66% to 8% by 2…
The GPU Compute Tightness Index fell to 43.8/100 as of June 29, 2026, entering Loose territory after a monthly drop of 13.7 points, indicating abundant idle AI infrastructure and supply exceeding near…
AMD stock surged over 114% year-to-date in 2026, outperforming Nvidia's modest 12-18% gain, as investors bet on AMD's competitive AI chips like the MI350X and its strategy to win hyperscaler contracts…
Amazon SageMaker AI now supports NVIDIA Blackwell GPUs with P6-B200 instances, enabling optimized training for large AI models through expanded memory and new precision formats. The integration allows…
IBM unveiled a 0.7nm chip technology using a nanostack architecture that doubles transistor density over its 2nm design, packing nearly 100 billion transistors on a fingernail-sized chip. The chip is …
Nvidia's advanced AI chips, including B200, H100, and H200, are selling at up to 50% premiums on China's black market, with over $1 billion worth smuggled in three months after US export controls tigh…
The AI hardware supply chain faces severe constraints, with TSMC holding 72% of advanced chip manufacturing and ASML monopolizing EUV lithography. CoWoS packaging capacity is sold out through 2026, an…
Modal Labs released state-of-the-art DFlash speculators for Qwen 3.5 and Qwen 3.6 models on Hugging Face, achieving 5-20% additional speedups and enabling Qwen 3.5 122B-A10B to run at over 1000 tok/s …
Meta researchers introduced an LLM-guided autotuner for Helion, PyTorch's domain-specific language for performance portable machine learning kernels, that matches the performance of the existing Likel…
Nvidia H100 GPUs cost $30,000 to $40,000 to buy in 2026, with cloud rental rates ranging from $1.03 to $12.29 per GPU-hour depending on the provider. Neo-clouds offer the cheapest spot instances, whil…
The AI boom is pulling GPU vendors away from double-precision (FP64) hardware essential for scientific HPC, as NVIDIA, AMD, and Intel prioritize low-precision AI cores. New chips like NVIDIA's B200 an…