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Bookmark: I’m Not Convinced Ethical Generative AI Currently Exists

“Some devs are working on approaches to fairly compensate people when their work is used to train AI models, but these projects remain fairly niche alternatives to the mainstream behemoths.”
I’m Not Convinced Ethical Generative AI Currently Exists

The article explores the ethical dilemmas associated with generative AI, noting two main concerns: the opaque acquisition of vast datasets and the substantial environmental footprint of these technologies. The major players in the AI field often disregard the need for consent from content creators whose works fuel these AI models, arguing that the scale required would stifle innovation. Even with existing licensing, these agreements cover only a fraction of the necessary data. Although some developers aim to fairly compensate creators used in AI training, these efforts remain marginal compared to mainstream practices.

Furthermore, the energy demands of generative AI are significantly higher than non-generative technologies, exacerbating environmental concerns. While emerging models like DeepSeek offer some efficiency improvements, leading AI companies remain focused on rapid progress over ecological considerations. Moreover, reshaping AI to be ethical involves rethinking developer practices and user interactions rather than attempting to make AI inherently “wiser” or “ethical.” The challenge lies in the human elements—intentions, biases, and development ethics—that underlie AI creation and deployment.


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About Me

Visionary leader driving digital transformation across higher education and Fortune 500 companies. Pioneered AI integration at Emory University, including GenAI and AI agents, while spearheading faculty information systems and student entrepreneurship initiatives. Led crisis management during pandemic, transitioning 200+ courses online and revitalizing continuing education through AI-driven improvements. Designed, built, and launched the Emory Center for Innovation. Combines Ph.D. in Philosophy with deep tech expertise to navigate ethical implications of emerging technologies. International experience includes DAAD fellowship in Germany. Proven track record in thought leadership, workforce development, and driving profitability in diverse sectors.

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