high performance computing
high performance computing on Beyond Market Intelligence: a running collection of 4 stories we have gathered and hand-picked because they are worth your time. Every post here touches on high performance computing in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around high performance computing, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
If you had a bunch of GPUs lying around, what would you actually build with them? (Running LLMs is off the table) [D]
Beyond the well-trodden path of local LLMs, a stack of high-end GPUs unlocks a realm of compelling possibilities. What truly innovative projects would emerge? Consider distributed simulations, specialized generative models outside of text, or accelerated rendering pipelines. The opportunity exists for impactful homelab experiments demanding serious computational power, or even uniquely ambitious personal endeavors. Explore the potential – as demonstrated by projects like the Doom renderer reimagined as a transformer, discussed in "I compiled Doom's renderer into a 21B-parameter transformer"—and share your most intriguing ideas.
Kubeflow Expands AI Capabilities as CNCF Graduation Nears
The Fluid Simulator That Doesn’t Solve the Fluid Equations
Challenge conventional fluid dynamics with a novel simulation approach. I’ve generated a Kármán vortex street—a striking visual manifestation of fluid behavior—without resorting to solving the complex Navier-Stokes equations. This innovation leverages the Lattice Boltzmann Method, derived from first principles and implemented in C++. Running on a supercomputer, this method offers a powerful alternative for exploring fluid phenomena. For further insights into high-performance computing architectures supporting AI development, explore “KDnuggets Weekly Roundup: Week of July 20, 2026."
AI chip startup Etched defies skeptics, hits $10.3B valuation from big-name investors
Etched, a nascent AI chip startup founded by Harvard dropouts, is rapidly gaining traction, achieving a remarkable $10.3 billion valuation from prominent investors. Unlike traditional approaches reliant on GPUs, Etched's innovative chips and memory components accelerate AI model inference directly, streamlining workflows and unlocking new possibilities. This advancement positions Etched as a key player in the evolving AI landscape. For further insight into the broader impact of AI on various industries, explore our recent piece on how Expedia is leveraging AI to accelerate incident investigation.