Top500
Articles (7)

Makau's Peak Sits Below the TOP500 Entry Threshold. Its Center's Stated Mission Is Evaluation, Not Capability.
MHPCC cut Makau's ribbon in August, months after the machine began carrying pioneer workloads. A system 13 times its size arrives at the same center this year.

Time to First Token Is a Real Metric. It Isn't the One That Defines the Era.
Time to first token is the AI industry's favorite candidate for era-defining metric. It is a real whole-stack signal, not a stand-in for business success.

The FP64 Debate Didn't Produce a Winner. It Produced a Joint Byline.
Dongarra, Hoefler, and Matsuoka now ask whether supercomputing needs GPUs at all, and the CPU-only machine atop the Top500 is their test vehicle.

Reconstructing FP64: How Supercomputing's Establishment Is Adapting Science to AI Silicon
Two papers, Matsuoka's FP8-emulation preprints and the Dongarra 'Ride the Wave' paper, point to a field adapting scientific computing to AI silicon it no longer controls.
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Japan's Next Flagship Machine Abandons the Top500 Chase
FugakuNEXT pairs Fujitsu MONAKA-X CPUs with NVIDIA GPUs, ending Japan's all-Arm sovereign architecture and betting on throughput over benchmarks.

Argonne Turns a Plain-English Prompt Into 11,182 GCMC Runs on Aurora
A planner/executor agent hierarchy drove a 5,591-MOF screening campaign across 256 Aurora nodes. Orchestration overhead came in under 90 seconds per run.

Queen's and SFU Want to Build Canada's First Top-10 Supercomputer
Canada currently ranks 78th on the Top500. They'll Need Ottawa's Help.