GenAI Ethics: A Leadership Guide
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GenAI Ethics for Leaders #7: Humanizing AI Agents Through Human-in-the-Loop Strategies
Why Keeping Humans in the Loop is Essential for Ethical AI, Organizational Success, and Future-Proofing Your GenAI Strategy Introduction The conversation around AI agents is evolving rapidly, and if you’re a leader integrating Generative AI (GenAI) into your organization, you need to pay attention. Last week, OpenAI’s Sam Altman stated that AI agents will soon…
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GenAI Ethics for Leaders #6: Intellectual Property and Human Replacement in the Age of Generative AI
Introduction Last week, two remarkable developments sent shockwaves through the tech and business worlds, encouraging leaders to rethink their GenAI strategies. Together, these developments highlight two critical challenges for leaders in the AI era: a) Intellectual Property (IP) management and the ethical dilemma of human replacement in GenAI-driven workflows. b) GenAI is a nascent technology…
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GenAI Ethics for Leaders #5: The Duality of Deskilling and Upskilling in the Age of Agentic AI
The Dual Forces of Deskilling and Upskilling: Why Leaders Must Strike a Balance Introduction The rise of Generative AI agents, such as OpenAI’s new Operator, which was launched at the end of January 2025, highlights the evolving role of GenAI. Its YouTube launch was viewed by over seven hundred thousands of viewers in a week….
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GenAI Ethics for Leaders #4: Traceability and Accountability Challenges
What Should Leaders Be Aware of when Creating Their GenAI Strategy in The Context of LLMs’ Traceability and Accountability Challenges To Align Growth with Organizational Values and Ethics? Introduction Generative AI (GenAI) expansion is accelerating rapidly despite its shortcomings. A striking example is this week’s OpenAI announcement of its Stargate Project, “a new company that…
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GenAI Ethics #3: Thinking About Privacy, Security, and IP Risks in the AI Era
How Can Leaders Use GenAI Ethics Frameworks to Inform Their Strategies? Generative AI (GenAI) continues to reshape society and industries at breakneck speed—particularly in highly regulated sectors such as education, healthcare, and financial services. This rapid transformation brings new ethical and strategic challenges: privacy violations, data security incidents, and intellectual property (IP) issues, among others….
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GenAI Ethics Article #2: Why Generative AI Ethics Should Be Every Leader’s Priority
Introduction: Ethical oversight often takes a back seat to growth in the race to harness Generative AI’s (GenAI) transformative potential. However, as leaders in education, healthcare, finance, or business, we know that today’s choices (or lack thereof) will shape how this technology impacts society tomorrow. From ensuring access to preventing unintended consequences like algorithmic bias…
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GenAI Ethics #1: A Leadership Guide to Generative AI Ethics Project: Join Me on This Journey
Generative AI is transforming the world, raising new opportunities and unprecedented ethical questions. As a doctoral student focusing on Generative AI (GenAI) ethics for the past two years and having worked in AI for the past ten years, a faculty member at a prestigious mission-centered university in California who designed and taught a cutting-edge course…
