NVIDIA's data center GPU roadmap has advanced through four major architectures—Ampere, Hopper, Blackwell, and Vera Rubin—each delivering more memory, faster interconnects, and lower-precision compute …
A developer proposes that MCP servers need a 'capability budget' in addition to authentication, defining a short-lived contract that constrains tool actions, targets, resources, quantity, and expiry. …
NVIDIA's six-year-old A100 "Ampere" GPU will remain in use until 2029, as CoreWeave has signed an agreement with a customer to rent the chips, confirmed by NVIDIA CEO Jensen Huang. The A100, introduce…
Nvidia CEO Jensen Huang said on August 13th that the A100 fleet remains 'mission-capable' through 2029, citing CUDA's role in extending the lifespan of AI accelerators. The statement amplifies a CoreW…
AMD Corporate VP Madhu Rangarajan said there is no one-size-fits-all for agentic AI infrastructure, arguing that workloads labeled as such vary widely in memory, storage, and CPU needs. He noted that …
A developer has proposed a maintenance-window protocol for long-running AI agents, addressing the gap between startup and normal operation when deployments, credential rotations, or host restarts occu…
NVIDIA's Transformer Engine accelerates transformer training on Ampere and newer GPUs by fusing kernels and using BF16/FP8 computation, with FP8 support limited to compute capability 8.9 or higher. Th…
Triton is a compiler with a Python frontend that parses a function's AST, runs it through an MLIR pipeline, and emits a GPU binary, never executing the Python function as Python. The compiler handles …
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…
A quiet shift is pushing central processing units (CPUs) back into the spotlight for AI inference workloads, driven by total cost of ownership and edge AI demands. Major chipmakers including Intel, AM…
Oracle halved its Always Free Ampere A1 Compute allowance on Oracle Cloud Infrastructure from 4 OCPUs and 24 GB RAM to 2 OCPUs and 12 GB RAM, effective June 15, 2026, without public announcement or cu…
NVOC, an open-source Linux tool for overclocking NVIDIA GPUs, has reached version 0.3.0 with multi-GPU support, machine-readable JSON output, and improved memory overclocking for AI workloads. The too…
A developer probed 15 Ampere GA100 cards, including CMP 170HX and A100 variants, and published a cross-variant register comparison. The analysis confirms that restriction fuses are product-line identi…
A developer detailed the architectural differences between NVIDIA's Ampere and Hopper GPU architectures, focusing on tensor core and memory bandwidth improvements. The Hopper architecture introduces T…
Nvidia's Hopper and Blackwell GPU architectures introduced spatial scheduling through warp specialization, requiring developers to divide pipeline work between different warp groups for data movement …
SPEC has released SPEC CPU2026, an updated version of its industry-standard CPU benchmark suite, which now includes 52 workloads (up from 43 in SPEC CPU2017) with larger code sizes. The new suite uses…