Every quant team has a jet. But raw compute without high-throughput scheduling is like a fighter that can't break the sound barrier—all power, no speed. This talk is your call to the danger zone. We'll show how throughput-optimised architecture and massive concurrency punch through scheduling bottlenecks, orchestrate billions of tasks, compress research cycles from days to hours, and turn large-scale compute into the unfair advantage it was meant to be. Because when speed matters, only teams built for throughput get there first - Alan Parry, CTO, YellowDog.