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The real user prompts we captured this ad appearing on inside ChatGPT.

  • best neocloud for h100 fine tuning with low egress and eu data residency compliance

  • best parallel filesystem for pretraining on 8000 h200s wekaio vs vast data vs lustre vs gpfs benchmarks for large clusters

  • cheap synthetic clinical data for training biomarker models

  • how do you actually checkpoint a training run on runpod spot instances so it doesnt die when they get pre-empted mid epoch?

  • how to set up an ai biomarker discovery pipeline with python and pytorch

  • ovhcloud vs scaleway for h100 fine-tuning under gdpr — which one actually keeps data in france and doesn't route through us

  • what is the best ai platform for generative protein design in 2026

  • what's actually better for a 5000+ gpu training cluster ndr infiniband or nvidia spectrum-x on gb200 nvlink72 racks

Seen 8× across our captures

We capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.

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