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With DDR5 spot prices at 891% of their Q1 2025 baseline, NVIDIA's pass-through power faces a real test.
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Free
Scarce DRAM and HBM boost suppliers but squeeze NVIDIA's costs; the question is whether scarcity is structural or cyclical.
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From HBM scarcity to optical memory fabrics, data movement and packaging are now the primary drivers of data-center capital intensity.
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Fixed-weight chips win on efficiency but lose on flexibility; the real risk emerges only when workloads stabilize
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Demand may stay strong while packaging, substrates, memory, and power bottlenecks delay revenue—here is the full conversion-risk framework.
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Higher memory content promises bigger racks but about 60 basis points of gross-margin pressure per BofA estimate.
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Free
How NPO, CPO, and optical chiplets are redrawing the economics and supply chains of AI connectivity
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Free
Advanced packaging and power delivery redefine competitive advantage as AI infrastructure becomes the product.
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Free
A comprehensive analysis of CoWoS lead times, hybrid bonding, HBM bandwidth, and the copper-to-optical transition that defines system scaling.
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Free
Google, Amazon, and Meta are insourcing silicon; the question is how much share they can take.
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Full-stack analysis of Vera Rubin's CPUs, GPUs, networking, and pod-scale design, with execution risks and unverified efficiency claims assessed.
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Free
The answer hinges on whether HBM scarcity becomes structural or repeats the industry's six historical cycles of boom and bust.
