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The structural dynamics of industrial history repeat in the AI infrastructure race.
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How custom silicon, frontier models, and agentic platforms consolidate AI's means of production.
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A comprehensive analysis of unauthorized charges, legacy permissions, and the erosion of developer trust.
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Google's TPU 8t/8i achieve 80% better perf/dollar, but the real battle lies in system-scale advantages.
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With operating margins at 32.9% and a $231B backlog, cloud is becoming Alphabet's profit engine.
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Examining the battle for silicon, cloud, and data center supremacy in the age of artificial intelligence.
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After a decade of internal use, Google now sells TPUs directly as it muscles into NVIDIA's territory.
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In the race for AI dominance, Google Cloud bets on proprietary TPUs to break free from NVIDIA pricing power
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How AlloyDB, Bigtable, and Dataflow compose a vertically integrated data platform for the AI era.
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Record $462B backlog and 33% margins versus heavy Anthropic dependency and billing frictions.
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Examining multi-cloud complexity, cost waste, outages, lock-in, AI workloads, and capacity constraints facing hyperscalers like Google.
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How Alphabet’s cloud unit is forging a vertically integrated trust controlling silicon, models, data, and security.
