YC P26 startup Expanse has launched an intelligent prediction layer designed to eliminate wasted GPU compute capacity in high-performance clusters. By analyzing source code and hardware topologies with a custom machine learning model, the platform determines the exact resources a job actually needs rather than relying on user allocations. This approach allows existing schedulers to optimize workload placement and significantly improve overall data center utilization rates.