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High-Bandwidth Fabric & Immersion Cooling Promise Reduced Water Use in AI-Scale Data Centers

High-Bandwidth Fabric & Immersion Cooling Promise Reduced Water Use in AI-Scale Data Centers

Today I will cover water consumption in GPU-intensive facilities, Alibaba’s compute-pooling efficiency gains, the impact of 400-800 GbE broadband switches combined with Nvidia Blackwell GPUs, and the energy-saving potential of liquid/immersion cooling. The data converge on three actionable insights: (1) water is becoming the primary utility constraint for
Soumit Salman Rahman 20 Oct 2025
AI‑Driven Workforce Shift Spurs Reskilling and Hiring Constraints in 2025

AI‑Driven Workforce Shift Spurs Reskilling and Hiring Constraints in 2025

The 2025 job‑market analysis documents a modest rise in overall unemployment (0.2‑0.4 percentage points) driven primarily by the 22‑25 age cohort. In Canada, the 15‑24 unemployment rate fell from 14.7 % to 14.0 % in September, yet sector‑specific data show a decline for
Soumit Salman Rahman 20 Oct 2025

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