Paul Welty, PhD WORK, BEING, AND STAYING HUMAN

Polymathic

Essays, notes, and experiments — mostly about work, AI, and how to be a better human in the middle of all of it.

Article analysis: Agentic AI: Thoughts From Ethan Mollick On Future Of Superintelligence

A notable quote from the article is: “With this agentic approach, it is about giving instructions and letting the AI do the work.” This encapsulates the transformative shift in how we interact with AI, emphasizing the new paradigm of autonomy and delegation over direct management.

Agentic AI: Thoughts From Ethan Mollick On Future Of Superintelligence

Summary

In his article, Ethan Mollick explores the nascent paradigm of “agentic AI,” epitomized by Anthropic’s Claude, which signals a transformative shift in artificial intelligence capabilities. He emphasizes the …

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Article analysis: Course Overview - Business Opportunities and Applications of Generative AI

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Course Overview - Business Opportunities and Applications of Generative AI

Summary

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Analysis

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In “Scaling Evidence-based Instructional Design Expertise Using AI,” the research spearheaded by Gautam Yadav’s team at Carnegie Mellon University examines the transformative potential of AI in instructional design, particularly using Large Language Models (LLMs) like GPT-4 to bridge the gap between educational theory and practical application. The central thesis revolves around the capability of AI to scale evidence-based instructional practices traditionally limited by resources. Through two pivotal experiments, the study showcases AI’s ability to streamline the development … read more >

Article analysis: 3 AI competencies you need now for the future

“The urgency comes from the pace of change. We no longer have time to retrain for new jobs before the old ones disappear. We must act now to become irreplaceable.”

3 AI competencies you need now for the future

Summary

Pascal Bornet, a recognized expert in artificial intelligence, presents a compelling argument for the necessity of becoming “irreplaceable” in the face of a rapidly advancing AI landscape, as described in his book, “_Irreplaceable: The Art of Standing Out in the Age of Artificial Intelligence_.” Bornet introduces the notion of “AI …

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Mastering Career Growth: Harnessing Continuous Learning and Adaptability

Harnessing the Power of Continuous Learning for Career Advancement

In the dynamic landscape of modern employment, the necessity for continuous learning has never been more pressing. As technological innovations redefine industries at a swift pace, the capacity to learn and adapt becomes a quintessential career skill. This article delves into strategies articulated by industry leaders, highlighting how continuous learning can be a lever for professional growth, with a particular emphasis on treating one’s job as a hobby to make learning an organic part of daily life. It argues that curiosity …

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Article analysis: The Rise Of The Micro-Credentials Movement: Validating Skills Beyond Traditional Degrees

“Micro-credentials immediately contribute to addressing skill gaps, help reskill and upskill, and are rather affordable and accessible.”

The Rise Of The Micro-Credentials Movement: Validating Skills Beyond Traditional Degrees

Summary

The article “The Rise Of The Micro-Credentials Movement: Validating Skills Beyond Traditional Degrees” by Aditya Malik explores how micro-credentials are emerging as a vital complement to traditional education in workforce development, emphasizing their role in addressing the growing skills gap. Malik argues that while traditional degrees …

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The article “6 Ways Continuous Learning Can Advance Your Career” highlights the imperative of adopting continuous learning to enhance career prospects in a rapidly evolving job landscape. The central thesis posits that ongoing skill development is crucial for maintaining career relevance and climbing the corporate ladder. The article is structured around six strategies shared by industry leaders. Dave Moyes advocates for maintaining curiosity, akin to a childlike inquisitiveness, which helps in keeping perspectives fresh and unassuming. Carrie Jordan emphasizes the importance of … read more >

Try to make yourself obsolete

The idea of intentionally making oneself obsolete challenges the conventional mindset about work and job security. Instead of striving to prove irreplaceability, this approach advocates for identifying inefficiencies, eliminating redundant tasks, and questioning the necessity of one’s actions. This intentional drive for obsolescence not only sharpens personal and organizational efficiency but also fosters innovation, growth, and meaningful contributions.

At its core, this philosophy encourages a critical reassessment of daily tasks. Are they essential? Could they be automated, streamlined, or …

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Article analysis: The Future Of Corporate Learning And Employee Engagement: Why Traditional Training Is Dead

A notable quote from the article is: “AI will strengthen a lot of the processes we already have established, whether it’s creation of material, analyzing reports, or understanding outcomes from different sessions.”

The Future Of Corporate Learning And Employee Engagement: Why Traditional Training Is Dead

Summary

The article, “The Future Of Corporate Learning And Employee Engagement: Why Traditional Training Is Dead,” posits that traditional training methods are becoming obsolete due to the transformative impact of artificial intelligence (AI) and immersive …

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Article analysis: Generative AI: The Great Leadership Equalizer

A noteworthy quote from the article is: “True leadership is not about who can climb the highest or accumulate the most wealth and power, but about who can guide others with wisdom, morality and an understanding of the greater good.” This statement encapsulates the central thesis of the piece, highlighting a vision for leadership that prioritizes ethical guidance over personal ambition.

Generative AI: The Great Leadership Equalizer

Summary

The article “How Technology Can Drive Morality” posits that current leadership paradigms, which prioritize ambition and …

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