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  • Your AI Is Confident. But Is It Right?

    When AI Makes Things Up and Leaders Trust It Anyway Bottom line: hallucinations are not a fringe AI problem. They are a structural limitation of how these systems work. When a firm as established as KPMG publishes AI-generated claims that do not hold up under scrutiny, the lesson for every business leader is straightforward. Use AI to…

  • I’m Leaving Microsoft After 26 Years to Build Pragmatic, People-Powered AI

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    After 26 years at Microsoft, I’m stepping into the next chapter at the end of this month. I’m founding LumenForge Advisors — and I’m also very open to the right new leadership opportunities where I can continue driving large-scale AI transformation. I’m very excited about the journey ahead. Through LumenForge Advisors, I’ll focus on delivering…