In his final book, Genesis: Artificial Intelligence, Hope, and the Human Spirit, Henry Kissinger reflects on the historical significance of polymaths – those extraordinary individuals whose mastery spans multiple disciplines – and their profound role in shaping human civilization. He argues that polymaths, with their expansive intellectual reach, have served as essential engines of progress and innovation, continually moving humanity forward.
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A Sweeping Narrative Of Human Progress
In How Economics Explains the World: A Short History of Humanity, Andrew Leigh, a Harvard-trained economist, presents a comprehensive and engaging narrative that delves into the profound impact of economic forces on human history. This book, though concise at under 200 pages, spans a vast timeline from the advent of agriculture to the present day, including the era of artificial intelligence.
Continue readingThe General-Purpose Technology Evolution Framework
General purpose technologies, from the steam engine to electricity, have historically followed a predictable evolutionary path. Each GPT begins at the status quo, disrupting established ways of operating. Next, it moves to point solutions, where its application enhances specific areas without fundamentally transforming broader systems. Over time, these point solutions give way to broader applications, where the technology begins to reshape processes on a larger scale. Finally, the journey culminates in system-level change, where the technology redefines the way society, industries, and systems function as a whole.
Continue readingThe Power Of The Network: How Information Shapes Our World
In his latest work, Nexus, Yuval Noah Harari takes us on a thought-provoking journey through the profound interplay between information networks and humanity’s destiny. From the oral traditions that once bound ancient societies to the digital platforms reshaping our global communities today, Harari unveils the transformative power of information networks – how they have built civilizations, redefined power, and molded individual identities.

At its core, an information network is far more than a collection of nodes and links. It is a living ecosystem, continually expanding and contracting as it facilitates the exchange, evolution, and amplification of ideas. Over millennia, these networks have taken countless forms: the passing of legends around a village fire, the delicately inked manuscripts in medieval monasteries, the printing presses that sparked the early modern information revolution, and now the dazzling web of the Internet. These networks are the lifeblood of human progress – driving innovation, enriching cultures through exchange, and catalyzing the growth of economies. They are how we remember the past, navigate the present, and envision the future.
Continue readingRehearsing For 2025: A Year-End Reflection

As another year draws to a close, I find myself drawn to a practice that transcends simple predictions. Rather than attempting to forecast the future, I focus on rehearsing it – imagining possible scenarios that help us prepare for whatever may unfold. Predictions often fail to capture the complexity, volatility, and cultural nuances of our interconnected world. Rehearsal, by contrast, is an active and flexible exercise: it invites us to consider “what if” and then equip ourselves with the tools, mindsets, and strategies to adapt.
As we look toward 2025, I invite you to consider a set of interrelated themes. These are not forecasts, but lenses through which we can examine global currents. By exploring these possibilities, we do not claim certainty. Instead, we gain the agility and resilience necessary to respond thoughtfully, no matter how events evolve.
Continue readingNexus: A Deep Dive Into Humanity’s Information Age
In his latest book titled Nexus – A Brief History of Information Networks from the Stone Age to AI, author Yuval Noah Harari describes the role that information networks have played in shaping society. A nexus is a connection or series of connections linking two or more things. It often refers to a central or focal point where multiple elements converge or interact. The term is used in various contexts to describe relationships or linkages within systems, networks, or concepts that are interconnected.
Continue reading2025’s AI Revolution
As we look toward 2025, artificial intelligence is poised to bring transformative changes across various industries. A recent article by Julian Horsey highlights how advancements in AI technologies like ChatGPT are set to redefine software development, education, creative fields, and more. I summarize the article below and offer my perspective on how these changes might impact us, exploring their implications and discussing the challenges we need to address to fully realize AI’s potential.
Continue readingThe Second Gilded Age
ANALYSIS OF KEY POINTS:
A recent article discusses the resurgence of “robber barons” in the modern era, particularly highlighted by the 2024 U.S. election. It draws parallels between the industrial magnates of the late 19th and early 20th centuries – such as Cornelius Vanderbilt, John D. Rockefeller, and Andrew Carnegie – and today’s tech billionaires like Elon Musk, Jeff Bezos, and Mark Zuckerberg. The core argument is that these contemporary titans wield immense economic and political power, much like their predecessors, and have significant influence over markets, governments, and even the media.
Continue readingLearning From The Past: Unlearning For The Future
In an era of rapid change, the traditional understanding of literacy has become increasingly insufficient. Historically, literacy was defined simply as the ability to read and write – fundamental skills that enabled individuals to participate in society. However, as Alvin Toffler wisely pointed out, the definition of literacy in the 21st century has expanded far beyond these basic abilities. Today, true literacy encompasses the capacity to continuously learn new skills, let go of outdated knowledge, and acquire fresh perspectives. This shift reflects the profound changes in our world, where scientific and technological advancements, societal shifts, geopolitical tensions, and economic uncertainty are constantly reshaping the demands placed on individuals.
Continue readingA Vast Possibility Space
The concept of a “possibility space” in this new era of great invention represents the expanding landscape of opportunities, challenges, and uncertainties that emerge with each new breakthrough. As technological advancements accelerate, we find ourselves surrounded by an increasingly complex and dynamic array of potential futures. Innovations in artificial intelligence, biotechnology, energy, and communication have transformed what is possible, widening the range of scenarios we can imagine and pursue. This broadening of the possibility space means that, for every exciting new capability, there exists an accompanying set of risks and ethical dilemmas, creating a dual path forward that must be navigated with care.
Continue readingLarge Behavior Models: A New Frontier In AI
Large Behavior Models (LBMs) are emerging as a powerful new tool in AI, offering profound insights into complex human, social, and even organizational behaviors. By processing and learning from enormous datasets—ranging from individual actions to societal trends—LBMs can generate nuanced and adaptive responses, enabling machines to interact with humans in ways that feel natural, responsive, and contextually aware. This capability opens a world of transformative possibilities, blurring the lines between human and machine interaction and reshaping how we experience the digital world.
Continue readingUnleashing Artificial Intelligence As A General-Purpose Technology

In our era of rapid technological transformation, Artificial Intelligence (AI) stands on the brink of becoming a powerful general-purpose technology (GPT) akin to electricity or the steam engine. These foundational technologies fundamentally reshape industries and redefine society by following an evolutionary trajectory that moves from small improvements to system-level change. History shows us that realizing the full potential of GPTs demands both an understanding of their progressive phases and a forward-thinking mindset, especially to avoid the productivity lags that have plagued previous technological revolutions.
Continue readingSuperconvergence
“Superconvergence” by Jamie Metzl is an insightful exploration into the technological revolutions reshaping our world. Metzl, a renowned futurist, delves into the interplay between artificial intelligence, genome sequencing, gene editing, biotechnology, and other revolutionary technologies that he believes are converging to transform humanity. Those that follow my work know that I am a big believer in convergence – both as a historical driver in transformative eras and a current day phenomenon. I have added the book to my library.
Overview: Metzl argues that we are at the cusp of a superconvergence – a period where multiple technological advancements simultaneously come to fruition, creating unprecedented changes. He provides a well-researched narrative, enriched with historical context and current scientific insights, to illustrate how these technologies are evolving and impacting various aspects of society.
Continue readingWhat Should My Children Study in School?
As a keynote presenter and futurist, I am frequently asked by parents the pressing question: “What should my children study in school to thrive in an increasingly automated world?” In an era where technological advancements are rapidly reshaping the job landscape, my response emphasizes a balanced education that cultivates foundational skills like critical thinking and emotional intelligence, embraces STEM and digital literacy, and fosters adaptability and lifelong learning. Additionally, I advocate for focusing on human-centric fields, entrepreneurial abilities, ethical reasoning, and global awareness. By integrating these elements, we can equip the next generation with the tools they need to not only navigate but also shape the future of work and society.
To test the appropriateness of my response, I asked ChatGPT how it would respond. Here is the response:
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ChatGPT Makes Chilling Predictions For 2025
This recent article describes a conversation with ChatGPT. The article highlights ChatGPT’s predictions for 2025, warning of potential global disasters if certain crises escalate. The chatbot identifies several major risks:
- Climate Crisis Escalation: Increased natural disasters could lead to widespread displacement, food shortages, and economic impacts.
- Geopolitical Tensions: Heightened conflicts, especially involving major powers, may cause global instability and humanitarian crises.
- Pandemic Resurgence: New or returning infectious diseases could overwhelm healthcare systems and disrupt societies.
- Technological Risks: Misuse of AI and cyberattacks could threaten critical infrastructure and national security.
- Economic Collapse: A severe global recession could emerge due to trade disputes, inflation, and unemployment.
- Social Unrest: Growing dissatisfaction with economic inequality and political systems could lead to protests and social fragmentation.
The chatbot stresses the importance of taking proactive measures to address these looming global challenges.
Return On Learning: Pioneering The Future
In the preceding four-part series, I explored the convergence of knowledge, invention, and societal transitions, tracing the democratization of knowledge from the dawn of language to the present day. The series examined how pivotal inventions have expanded human capabilities and transformed civilization, while also considering how today’s accelerating pace of scientific and technological advances is creating an expanding space of opportunities and challenges. As we stand on the threshold of a new age of invention, potentially more profound than past eras, the series emphasized how organizations can adapt, build resilience, and thrive. Building on these key themes, this post shifts focus to Return on Learning (ROL), a crucial concept that equips organizations to navigate this evolving landscape. By prioritizing learning, leaders can proactively shape the future and ensure long-term success in an era of rapid transformation.
Continue readingUnlocking Human Potential – Thriving In A World Of Change
This series concludes by examining what it takes to thrive in the era shaped by the forces of knowledge (part one), invention (part two), and the second scientific revolution (part three). As these transformative forces unfold, organizations and societies must go beyond mere adaptation and learn to flourish amidst constant change. This section delves into the essential capabilities and strategies needed to navigate and actively shape our collective future in this new era of unparalleled opportunities and challenges.
Continue readingUnlocking Human Potential – The Emergence Of Scientific Revolution 2.0
In Part Two of this series, I discussed an age of invention. As we approach the third decade of the 21st century, we stand on the brink of a transformative era in human history – an era that not only rivals the original Scientific Revolution but, in many ways, surpasses it. In this third part of the series, I look at this new paradigm shift, aptly named Scientific Revolution 2.0, which is poised to reshape our world with profound and far-reaching impacts.
Continue readingUnlocking Human Potential – A New Age Of Invention
Having traced the evolution of knowledge democratization in part one, Let’s explore how this phenomenon ushers in a new age of invention with potentially transformative implications. As we venture further into the 21st century, we find ourselves on the cusp of breathtaking advances, exhibiting striking similarities to past periods of transformative change while presenting unique opportunities and challenges. To understand the significance of this moment, it’s crucial to distinguish between invention and innovation.
Continue readingUnlocking Human Potential – The Democratization Of Knowledge
I launched this series earlier with a description here. To begin this analysis, let’s examine how the democratization of knowledge has shaped human progress throughout history, setting the stage for our current era of rapid advancement. The democratization of knowledge has been the driving force behind humanity’s greatest leaps forward. As knowledge becomes more accessible and widely shared, it expands human capabilities and allows societies to break free from previous limitations. This journey of knowledge democratization has been marked by pivotal inventions that have revolutionized how we communicate, learn, and innovate.
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