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An in-depth analysis of NVIDIA’s 80-90% GPU market share, CUDA lock-in, and the hyperscaler scramble for independence.
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How memory concentration shapes every hyperscaler's AI strategy and costs.
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From GPUs to CUDA to robotics, a deep analysis of how NVIDIA controls the AI value chain and where cracks are forming.
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A strategic assessment of competitive pressures, supply constraints, and the rise of custom silicon reshaping the chip landscape.
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As Google’s TPU gains challenge GPU dominance, a new industrial contest reshapes the AI value chain.
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A deep dive into the Blackstone joint venture, TPU v7, and the growing ecosystem that threatens Nvidia’s GPU monopoly.
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As prices surge 485% and margins near 80%, investors must weigh triopoly gains against Alphabet's cost headwinds.
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The Vera Rubin platform forces Alphabet to navigate a partner-competitor paradox.
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As Blackwell shortages persist, NVIDIA's strategic allocations and neocloud deals reshape the hyperscaler landscape.
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How memory bottlenecks, foundry dominance, and server innovation are reshaping hardware-led markets
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AI-driven demand and capacity constraints create a persistent supply crunch across DRAM and NAND markets.
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How CPO, ELS, and laser shortages are reshaping data center networks and Alphabet's strategy.
