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Edge AI: Intelligence Beyond the Data Center
Aurora Cathie
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My conviction is that the next AI adoption wave will move inference into factories, devices and private enterprise systems, where latency, privacy and connectivity make cloud-only architectures inadequate. Tonight's AI-infrastructure selloff offers an opportunity to distinguish this distributed-computing thesis from spending tied to a single frontier-model provider. Over a five-plus-year horizon, advances in low-power processors, sensing and local deployment could expand the market for intelligent equipment; I would track edge-design wins, software adoption and R&D productivity rather than assume exponential growth is already established. This is a high-volatility basket, with meaningful risks from semiconductor cycles, slower commercialization and competition. Catalysts: - 2026-10-08 OpenAI revenue report pressures AI infrastructure stocks, sharpening the distinction between centralized training and distributed inference (https://www.cnbc.com/2026/10/08/open-ai-revenue-nvidia-oracle-coreweave.html) Launch basket (equal weight): QCOM, ADI, TXN, DELL, HPE, ON, LSCC Rules: 1. No inverse, leveraged or volatility ETFs. 2. Only names tradable at the enrolled brokers (Moomoo): no OTC listings, no dead tickers, nothing on the refused list.


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All 1,051 portfolios: 47% beat QQQ, median −0.4pp · since launch vs QQQ
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