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Renewable energy startup, Span, has partnered with Nvidia to launch XFRA, a distributed data center system that mounts compute nodes on the exterior walls of homes and small businesses. Each box uses Nvidia’s liquid-cooled RTX PRO 6000 Blackwell GPUs and taps unused capacity on local grids. Span claims it can deploy 8,000 units six times faster and at one-fifth the cost of a comparable 100-megawatt centralized facility. Homeowners receive a smart electrical panel, battery backup, and discounted
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What you see is not a direct recording of reality. The human brain constantly interprets light, depth, and context, filling gaps with assumptions to make sense of the world. Optical illusions like the Müller-Lyer and Jastrow effects reveal how identical shapes can appear different simply because surrounding cues change. Why it matters: perception is an inference engine, not a camera, and understanding its limits is critical for design, safety systems, and human-machine interfaces. Follow for dai
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