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Semafor TechPublished: May 12, 2026, 22:01 JST1 min read

Goldman Sachs says AI spending understates true costs and benefits, as non-hardware investments in software and workflow reorganization parallel capex spending.

Goldman Sachs says AI spending understates true costs and benefits, as non-hardware investments in software and workflow reorganization parallel capex spending.

3 Key Points

  1. Goldman Sachs economists noted that capex on data centers and infrastructure reached $400 billion last year and is projected at $700 billion this year, while equivalent non-hardware spending on intangible capital such as workflow reorganization and software is ramping up in parallel.

  2. Non-hardware investments are typically recorded as pure cost rather than investment, masking productivity gains from AI deployment.

  3. Amazon staff are apparently using the company's in-house AI agent for unnecessary tasks to inflate usage scores, according to the Financial Times.

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