This moment holds the opportunity to discover what was always there and to create what has never existed
Behind every idea is a human with a conviction and a deadline. Our customers are accelerating breakthroughs across nearly every industry, catching heart disease earlier, simulating physics no lab can run, and training the next big frontier model. Behind every one of those discoveries is a person who saw it first, and because they did, the world gets to see it too.
Pinterest helps people find ideas, from search and related pins to shopping, with machine learning powering all of it. Its ML platform team uses Weights & Biases Models, with AI agents reducing tedious operational work and checks catching issues before deployment.
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So at Pinterest, our mission is to bring everyone the inspiration to create a life they love.
MasterClass teaches its AI the way it teaches everything else, with rigor. The team traces hundreds of thousands of interactions with CoreWeave Agent Lens, turns failures into datasets, and checks production every day, running the full AI loop on CoreWeave H100, H200, and A100 clusters.
We can iterate right away, try different fixes, test them, replay them, and that helps us build more efficient solutions on the go.
A century of operators taught Caterpillar how work gets done. That knowledge is becoming the intelligence inside autonomous heavy equipment on construction and mining sites where terrain is unpredictable and failure isn’t an option. CoreWeave powers the training and simulation behind it.
For every one hour of data that we collect, we’ll probably do 1,000 hours of synthetic simulated data.
Superhuman’s (formerly known as Grammarly) fine-tuned model corrects grammatical errors for millions of monthly users, a scale that stresses throughput, latency, correctness, and cost. The team serves it with vLLM on CoreWeave Dedicated Inference and validates in production with A/B tests, not just benchmarks.
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We’re able to serve a hundred thousand RPS stably on our GEC model, and we enabled true serving cloud diversification with competitive pricing.
Nasdaq studies industry trends and works with CoreWeave to understand what’s changing and stay ready. Its clients build on a common intelligence layer, and Verafin helps banks investigate financial crime in their transaction data.
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Our clients and trading firms are discovering different risk techniques and trading strategies that they can then bring to market.
On top, CoreWeave Forge closes the AI loop and keeps you free to build with any model, framework, or cloud, so every version compounds on the last. Underneath is CoreWeave Infrastructure, the AI foundation: compute, storage, and networking purpose-built for this work, with CoreWeave Mission Control watching every layer so GPU hours turn into useful work. That leaves your team focused on the discovery, and the world a little closer to its next breakthrough.
Find out how CoreWeave handles hardware failures, security, lock-in, capacity, and support, so you can choose with confidence.
Clone a reference architecture, watch a short demo, or read field notes from people building on the stack. Each resource maps to a stage of the AI loop, so you can start where your work is and carry it into your next run.
Get benchmark results, customer stories, buying guides, and product updates as we publish them.
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