Society + AI

Why Governance Matters and What It Requires
Society + AI, Technology Strategy

Building Trustworthy AI: Why Governance Matters and What It Requires

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AI isn’t on the horizon—it’s here now, and adoption is growing. From credit models to clinical decisions, AI is touching systems that impact people’s lives at an increasing pace. And with that extended reach comes increased risk. The question isn’t whether AI needs governance; it’s whether your organization is ready to lead with it. In this post, I explain why AI governance matters and what it requires. We’ll look at three foundational frameworks: NIST AI RMF, ISO/IEC 42001, and the EU’s Ethics Guidelines for Trustworthy AI. I’ll also make the case that governance isn’t about bureaucracy: It’s about clarity, accountability, and the credibility to confidently scale AI.

A Forecast Worth Paying Attention To
Finance + AI, Society + AI

AI 2027: A Forecast of Superintelligence and Its Implications for Finance

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The AI 2027 scenario, developed by the AI Futures Project, presents a detailed forecast of the emergence of artificial superintelligence (ASI) by 2027. The scenario offers a stark, structured forecast of where artificial intelligence may take us over the next few years. Importantly, this is not science fiction. In this post, I provide my thoughts on the AI 2027 vision and try to answer the question: How should financial services prepare for the arrival of systems that can out-think, out-code, and out-iterate us?

How Artificial Intelligence Is Reshaping Society
Productivity & Mental Capital, Society + AI

The Everyday Impact of AI: How Artificial Intelligence Is Reshaping Society

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You don’t have to look far to see it—AI has moved beyond the tech labs and into our kitchens, clinics, classrooms, and commute routes. It’s shifting how we make decisions, how we access care, how we learn, and how we interact with the world around us. As someone who spends time bridging data science and operational systems, I’ve seen firsthand how AI is changing more than workflows—it’s changing the rhythm of everyday life. In this post, I’ll step away from finance for a moment and explore where AI is showing up in other industries and what it means for society as a whole.

Designing Ethical AI: From Risk to Responsibility
Society + AI, Technology Strategy

Designing Fair and Ethical AI: From Risk to Responsibility

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As artificial intelligence becomes embedded in healthcare, finance, hiring, law enforcement, and everyday life, its ethical implications are no longer theoretical. AI systems reflect the data and assumptions we feed them, and that makes them vulnerable to bias, discrimination, and unintended harm. This post attempts to explore AI’s ethical challenges, existing policies that are trying to address them, and the strategic ideas needed to ensure its ongoing, responsible, and trustworthy use.

How to Avoid a Crisis of Employment and Inequality
Finance + AI, Society + AI, Technology Strategy

AI, Automation, and the Future of Work: How to Avoid a Crisis of Employment and Inequality

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As artificial intelligence and automation reshape global industries, mass unemployment and income inequality concerns have moved from speculative fiction to legitimate policy challenges. In this post, I present key ideas that examine how AI will likely impact employment, economic structures, and societal well-being. Most importantly, it outlines strategies that governments, institutions, and individuals can adopt to mitigate the risks and unlock the opportunities of the AI-driven economy.

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