The AI Delegation Trap and the Productivity J-Curve

20 May 2026

May 20, 2026
Author esimoudis
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The AI Delegation Trap and the Productivity J-Curve

The Productivity J-Curve best explains AI’s productivity paradox. The investments across different categories beyond technology initially depress measurable output. Rather than making the necessary investments across these categories, CEOs of legacy corporations often fall into the Delegation Trap, treating AI as a tactical IT upgrade. This misallocation triggers the AI […]

10 March 2026

March 10, 2026
Author esimoudis
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Architecting the Corporate Industrial Policy to Survive the AI Stakeholder Squeeze

Incumbent corporations are investing in and incorporating AI, yet most fail to fundamentally alter their operating models or achieve strong ROI as a result. The root of this failure is not technological. It is macroeconomic and organizational. US enterprises are attempting to execute a paradigm-shifting technological transition within a market […]