Beyond Market Intelligence/NVIDIA DGX Spark

NVIDIA DGX Spark

Beyond Market Intelligence keeps NVIDIA DGX Spark in one place: one story so far. The section currently leads with “When AI Writes Faster CUDA Kernels Than PyTorch, Benchmarks Decide”. AI agents are now writing CUDA kernels that beat PyTorch on speed, but proving those gains are real is the harder problem. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every NVIDIA DGX Spark story on Beyond Market Intelligence, newest first.

When AI Writes Faster CUDA Kernels Than PyTorch, Benchmarks Decide
Towards Data Science

When AI Writes Faster CUDA Kernels Than PyTorch, Benchmarks Decide

AI agents are now writing CUDA kernels that beat PyTorch on speed, but proving those gains are real is the harder problem. I tested them on an NVIDIA DGX Spark and found that benchmark design matters as much as the code itself. When the hype machine sells you AI at every turn, a clear-eyed test like this cuts through the noise. For more on staying grounded, see our related piece on keeping your judgment amid the AI sales pitch.