… More people are in the field than ever before, the tools are genuinely easier to use, and the community is bigger and more diverse than anything that existed when ROS was getting started. “Anyone can make a robot move now,” he says. “As an old tech guy, that makes me happy and sad, because I’m no l…
Better Hardware Could Turn Zeros into AI Heroes Sparse computing enables leaner, faster AI 9 min read Vertical Petra Péterffy Purple When it comes to AI models , size matters. …
… Niobium aims to address these bottlenecks using Mistic, its FPGA field-programmable gate array chip, which can be reconfigured for FHE after manufacturing. For some applications the company is testing, its accelerator hardware runs FHE about twice as fast as today’s GPUs, Barrus says. …
… So what should GPU renters do? “The most practical approach is to benchmark the actual rental they receive,” says Jason Cornick , head of infrastructure at Silicon Data. “Running a benchmark tool such as SiliconMark allows them to compare their specific instance’s performance against a broader corp…
… Reconfigurable hardware allows designers to test ideas quickly, refine architectures, and deploy systems while standards and markets evolve. “Without FPGAs,” Cong says, “the pace of hardware innovation would likely be much slower.” Four decades after the first FPGA appeared, the technology’s enduri… …
… By building and open-sourcing the dataset, we aim to provide the high-quality “fuel” needed to power embodied AI, ultimately accelerating the real-world deployment of general-purpose robotic foundation models . …