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RR
Executive

Rene Reyna

Head of Thematic and Specialty ETF Strategy at Invesco

LinkedIn

Commented on market concerns about whether U.S. companies overspent on AI infrastructure after DeepSeek's efficient model.

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DeepSeek R11

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The Efficiency Lesson
MorningstaranalysiscautiousJan 29, 2026

DeepSeek's R1 model demonstrated AI can achieve competitive performance at a fraction of U.S. hyperscalers' cost, questioning the necessity of massive compute spending, though the market has since rationalized continued infrastructure investment based on scaling laws.

“Commented on market concerns about whether U.S. companies overspent on AI infrastructure after DeepSeek's efficient model.”

LLMsAI InfrastructureAI CompetitionAI Investment