A $1 billion investment in the Stratos Project targets the critical shortage of AI data center capacity. Kevin O'Leary is betting on specialized infrastructure to solve power and cooling bottlenecks. This move highlights the physical constraints limiting LLM scaling. Developers must now account for hardware scarcity as a primary bottleneck for enterprise deployment.