SPAN to Deploy Nvidia-Powered AI Nodes in 10% of New U.S. Homes
SPAN will embed NVIDIA GPUs in liquid-cooled AI inference nodes in one-in-ten new U.S. homes, covering homeowner energy and internet costs by monetizing idle compute and demonstrating prototypes in Sacramento. Cerebras’s blockbuster IPO bets on Nvidia fatigue, and former President Trump’s latest filing shows significant Nvidia shareholdings.
1. SPAN Partnership with Nvidia
SPAN Technologies has designed liquid-cooled AI inference nodes powered by NVIDIA GPUs that attach to the side of new homes. The company plans to equip one-in-ten new U.S. single-family houses with these units, covering homeowner energy and internet costs by leasing compute capacity to cloud providers, with production prototypes already live in Sacramento.
2. Cerebras IPO Challenges Nvidia
Cerebras Systems launched a blockbuster initial public offering to capitalize on growing AI hardware demand, positioning its wafer-scale engine as a potential alternative to NVIDIA’s GPU dominance. The IPO’s success signals investor appetite for diversified AI compute solutions and heightened scrutiny of NVIDIA’s market share.
3. Trump’s Nvidia Stake Disclosed
Former President Donald Trump’s most recent financial disclosure reveals he holds a significant position in NVIDIA shares. This high-profile ownership underscores confidence in NVIDIA’s long-term growth prospects and keeps the stock in broader investor focus.
4. Market Momentum and Risks
NVIDIA stock extended its winning streak to seven trading days, reflecting strong AI enthusiasm, even as S&P 500 futures point to mixed openings amid valuation concerns and geopolitical tensions. Investors are weighing bullish sector momentum against broader market concentration and macroeconomic uncertainties.