Explore how GPUs revolutionize modern computing through this 26-minute conference talk that demonstrates the transformative power of graphics processing units for data-intensive workloads. Discover how GPUArray functionality in the Wolfram Language enables breakthrough performance in high-performance computing applications. Learn practical techniques for accelerating linear algebra computations, running complex simulations, and leveraging GPU architecture to dramatically improve computational efficiency. Gain insights into how modern GPU technology is reshaping scientific computing, data analysis, and mathematical modeling workflows, with real-world examples showcasing the unparalleled performance gains possible when transitioning from traditional CPU-based processing to GPU-accelerated computing solutions.