What does Nvidia's palm-sized AI supercomputer, DGX Spark, really mean for the future of AI development at the edge?

Nvidia CEO Jensen Huang’s now-famous GTC 2025 reveal where he held up a palm-sized AI supercomputer and likened it to the original DGX-1 “with Pym particles” wasn’t just a show of engineering flair. The DGX Spark, as it’s now officially called, marks a turning point in how we think about AI infrastructure. For the first time, Nvidia’s Grace Blackwell superchip architecture has been distilled into a 1.2kg box that fits on a desktop, priced accessibly for research teams and small-scale deployments. Despite its size, this device delivers serious computational power. Built around Nvidia’s new GB10 system-on-a-chip, the DGX Spark encapsulates… [Continue Reading]