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The Hidden Costs of Generative AI: What Healthcare Leaders Need to Know

March 4, 2026

https://doi.org/10.55834/sp.5134252129

Join host Mike Sacopulos for an eye-opening conversation with Hugo Huang about the financial realities of adopting generative AI in healthcare organizations. Drawing from his Harvard Business Review article "What CEOs Need to Know About the Costs of Adopting Gen AI ," Hugo explains why many companies are pulling back from AI implementation due to unexpected cost pressures — and what leaders can do to avoid these pitfalls. From understanding the difference between predictive and generative AI to navigating infrastructure bottlenecks and the emerging "diamond-shaped" organizational structure, this episode provides practical guidance for healthcare executives navigating the complex landscape of AI adoption.

Hugo Huang, MBA, is an expert in cloud computing and business models who works with Canonical, a leading provider of infrastructure technology for Google's cloud business. He discusses building your AI cost dashboard,top metrics CEOs should track for AI spending visibility, understanding consumption patterns to estimate future costs, and getting started safely on AI.

"What CEOs Need to Know About the Costs of Adopting Gen AI " by Hugo Huang, published in Harvard Business Review and featured for members of the American Association for Physician Leadership.

Learn more about the American Association for Physician Leadership .