NVIDIA Blackwell GPUs in New Homes
2 videos · score: 3,493 · first seen Jun 10, 2026
NVIDIA and Polday Group’s partnership with startup Span to embed mini data centers—each housing 16 Blackwell GPUs, 4 AMD EPYC CPUs, and 3 TB of RAM—into the walls of new homes is being hailed by Matt Wolfe as the next utility, letting homeowners rent out idle AI compute like a utility service, while Two Minute Papers notes the broader shift toward inference‑heavy workloads that make such residential AI hubs timely as the industry pivots from data‑starved training to ubiquitous, on‑demand AI processing.
What Happens After A 1,000,000x AI Compute Leap? | Jeff Dean
In an interview, Google Chief Scientist Jeff Dean argues that contrary to common belief, AI training data is not running out due to strategies like leveraging video data, synthetic data generation, and algorithmic efficiency, while also highlighting the industry shift from training to inference workloads in data centers.
AI Is Being Built Into New Homes
NVIDIA and Polday Group partner with Span to install wall-mounted mini data centers with 16 Blackwell GPUs in new homes, with the creator speculating homeowners could earn money renting excess compute to AI companies like Anthropic or OpenAI.