General Intuition had billions of hours of real human gameplay data available from its sibling company, Medal.tv. To turn that data into world models and policies, it needed infrastructure that could support demanding AI workloads at scale.
By evaluating real training pipelines through CoreWeave ARENA, General Intuition gained confidence in how its models performed under sustained load. Reliable multi-day training, high-throughput video pipelines, and direct access to expert infrastructure support accelerated the team’s path from evaluation to production.
The result? A faster transition to production and 20–30% higher performance for multi-node training runs, allowing researchers to focus on advancing model capabilities instead of troubleshooting infrastructure.
Read the full case study to learn more.
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