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Design AI Systems That Actually Strengthen Human Reasoning

Most organizations recognize the importance of having employees who do more than take instructions or apply rules. Critical thinkers ask questions and challenge assumptions, behaviors known to be crucial for organizational agility and innovation. But there’s growing evidence that use of AI can erode this capacity. #Design #Systems #Strengthen #Human #Reasoning

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The Hidden Storage Tax on Every AI Conversation

Every time you enter a short prompt into your enterprise AI tool, behind that pulsing indicator you see on the screen, a flurry of invisible mechanisms and processes goes to work in the infrastructure. As the tool attaches the enterprise policies, session history, retrieved documents, and all the other contextual data it needs to generate […]

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How Leaders Unlock Innovation on the Front Lines

1. V. Venkataramani and K.M. Bartol, “Why Great Ideas Die on Managers’ Desks — and How to Save Them,” MIT Sloan Management Review, Feb. 25, 2025, https://sloanreview.mit.edu; and J.C. Goodale, D.F. Kuratko, J.S. Hornsby, et al., “Operations Management and Corporate Entrepreneurship: The Moderating Effect of Operations Control on the Antecedents of Corporate Entrepreneurial Activity in […]

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3 Forces Are Redefining the Transition from Manager to Leader

The transition from functional leader to enterprise leader has always been difficult. But the nature of the difficulty has both changed and increased. The executives I work with today face challenges that barely existed a decade ago: governing AI systems they only partially understand, operating across borders where the regulatory and political ground shifts quarter […]

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