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Goldman Sachs

July 1, 2026

From Innovation to Productivity Boom Lessons from the ICT Revolution for the AI Era

Macro ThematicEquitiesFinancialsIndustrials

This report draws parallels between the 1980-2000 ICT revolution and the current AI era, noting that productivity gains from new technologies typically follow a delayed J-curve path. It emphasizes that while AI costs are falling faster than ICT costs, success depends heavily on complementary organizational restructuring.

Key Takeaways

  • 1.The path from technological innovation to broad-based productivity gains is slow and non-uniform, as observed in the ICT revolution (1980-2000).
  • 2.Productivity gains from new technologies require significant investment in intangible organizational capital, such as workforce retraining and workflow restructuring.
  • 3.AI is expected to impact productivity faster than ICT due to rapidly falling costs, but adoption will still face human and institutional bottlenecks.

Table of Contents

  • When Did the Impact of ICT on Productivity First Appear in the Macro Data?
  • Where Did the Impact of ICT on Productivity First Become Visible?
  • The Lessons of the ICT Revolution for the AI Era
  • The US Economic and Financial Outlook

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