Technology

Polyintelligence: The Fusion Of Nature, Human Ingenuity, And AI

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In recent discussions across media, business, and academia, much has been said about the convergence of human and artificial intelligence. This powerful combination is already leading to remarkable discoveries. However, there is another form of intelligence that often goes unrecognized – nature’s intelligence.

A recent article I came across highlights this critical dimension, introducing the concept of polyintelligence – an integrated framework of natural, human, and machine intelligence. The notion that nature itself embodies intelligence, with its ability to learn, adapt, and encode knowledge, aligns closely with the interdisciplinary approach I have long advocated. It also reinforces the need for a lateral, ecosystem-driven perspective – one that transcends silos and embraces holistic thinking.

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2025 Global Risks Report

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Every year, the World Economic Forum’s Global Risks Report offers a critical snapshot of the forces shaping our world. The 2025 edition paints a picture of escalating tensions, deepening fractures, and an accelerating transformation of our societal foundations. As we navigate an increasingly complex landscape, the report underscores the necessity of adaptability, resilience, and the capacity to thrive – what I call the ART of navigating uncertainty.

More than ever, this year’s report validates the idea that we are in a period of convergence – where geopolitical instability, technological disruption, societal shifts, economic volatility, environmental stress, and philosophical reorientation are colliding in ways that will redefine our future. Below, I’ve categorized the major risks identified in the report under the seven core convergence domains that I frequently discuss: science, technology, society, geopolitics, economy, environment, and philosophy.

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Sensing And Responding: How AI Is Helping Us Navigate An Uncertain World

Frank Diana Artificial Intelligence, Future Scenarios , , , , , , ,

Over the years, I’ve chronicled how rapid change and pervasive uncertainty have become the hallmarks of our times. In my previous writings, I argued that survival in this dynamic environment depends on a sense and respond approach – rapidly detecting meaningful signals and acting decisively. Today, that vision is evolving into reality. With the convergence of generative and agentic AI, we’re not only theorizing about this paradigm; but moving towards a practical reality that allows us to navigate complexity and turn uncertainty into opportunity.

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Book Review: Genesis: Artificial Intelligence, Hope, and the Human Spirit

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Genesis: Artificial Intelligence, Hope, and the Human Spirit is a rare and thought-provoking collaboration among a statesman whose influence has spanned decades, Henry Kissinger, and two technology visionaries, Eric Schmidt and Craig Mundie. Together, they present a sweeping examination of artificial intelligence (AI) – its towering promises, its urgent perils, and its profound implications for human identity, governance, and morality.

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The General-Purpose Technology Evolution Framework

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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.

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2025’s AI Revolution

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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.

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Learning From The Past: Unlearning For The Future

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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.

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A Vast Possibility Space

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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.

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Large Behavior Models: A New Frontier In AI

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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.

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Return On Learning: Pioneering The Future

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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.

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Geopolitics In Flux: Why The Current Moment Matters

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“New Cold Wars: China’s Rise, Russia’s Invasion, and America’s Struggle to Defend the West” by David E. Sanger offers a comprehensive analysis of the current geopolitical landscape, focusing on emerging tensions between the United States, China, and Russia. Sanger, a veteran national security correspondent for The New York Times, draws on his extensive experience to provide readers with a nuanced understanding of the complex challenges facing the world.

The book explores how the traditional concept of a Cold War has evolved in the 21st century, with China’s economic and technological ascendancy and Russia’s aggressive military actions reshaping global power dynamics. Sanger argues that these new cold wars differ significantly from the US-Soviet conflict of the 20th century, presenting unique challenges for global stability.

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Beyond the Silo: How Exploding Possibilities Are Fueling the Rise of Horizontal Ecosystems

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The second industrial revolution ushered in an era of vertical integration, where companies built empires within clearly defined industries. Today, however, a new revolution is upon us – one driven by an explosion in the possibility space. Scientific and technological advancements are happening at an unprecedented pace, blurring the lines between disciplines and creating opportunities that transcend traditional industry boundaries. This is giving rise to a fascinating phenomenon: horizontal ecosystems.

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2024 Consensus Predictions

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In a recent article the team from Visual Capitalist put together a listing of the most common predictions, from over 700 analysts, as to what they believe we’ll see in the next 12 months. In this now fifth year of Prediction Consensus they summarized 25 of the most common predictions and forecasts by experts into a single visual of what’s expected to happen in 2024. The visual below and article referenced above offer an overview of the most cited trends and opportunities that experts are watching for the rest of the year. Have a look.

Navigating The Horizons Of 2024: Thoughts Across Diverse Fields

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As we stand on the precipice of 2024, a year brimming with potential and uncertainty, experts across various domains will offer their insights into the shape of things to come. From scientific breakthroughs to geopolitical shifts, from societal transformations to environmental challenges, these insights paint a multifaceted portrait of the year ahead. I’ll add my thoughts to the conversation. The uncertainty that exists across these domains adds to the difficulty in understanding possible futures. It is convergence that occurs across them that illuminates the possibilities.

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The Next Decade In Technology

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I was recently made aware of a report via OMG Futures on the next decade in technology. Recommended reading for anyone looking to scan the horizon. Thanks to Phil Rowley for making me aware of it. Phil described it this way:

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Exploring Possible Economic Futures

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In the interest of exploring possible economic futures, I have read books on Modern Monetary Theory, Zero Marginal Cost, The Job Guarantee, and several others. Add to the list the most recent book I finished, How Capitalism Ends. Viewed through the lens of property rights, wealth, and the transition from Feudalism to Capitalism, author Steve Paxton uses an effective method of storytelling: start with history and then explore possible futures. The book is setup by two thesis: the development and the primacy thesis. What he describes helps us understand the “why” behind the future that is emerging.

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Building On Belief – For The Love Of Running

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I had the pleasure of joining this One Vision podcast to discuss the future of running. As a sponsor of many marathons, TCS sees science and technology as an enhancer of the running experience, health, wellness, and performance. The podcast includes perspectives from Susanna Sullivan, a public-school teacher and competitive runner. The abstract of the session follows.

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Why Ecosystems? Why Now?

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For at least seven years, the concept of ecosystems has been discussed and defined in various ways, while sometimes applied in a context that dilutes its eventual impact. At the highest level, an ecosystem is a network of connected stakeholders interacting in ways that create and capture value for all participants. Why has this ecosystem phenomenon emerged now and why do people expect it to drive structural change? Once again, history may provide an answer.

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Challenging The Structures Of The Current Era

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With technological change comes social change and a shift in the organizing systems that oversee how our communities are governed

LYDIA KOSTOPOULOS – Emerging Domains of Conflict in the 21st Century

It has long been my belief that the structures supporting this current era have experienced diminished effectiveness and are reaching end of life. When I would share these thoughts back in 2012, I remember getting strange looks – but fast forward ten years and it’s not so strange anymore. That quote above comes from a recent article that identifies five emerging domains of conflict. Taken together with an exploding number of additional factors, it is easy to see why our organizing system is on the verge of dramatic change.

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The Journey: The Building Blocks Of The Future

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My previous posts launched a series that will tell the full story of a reimagined future. Described as a journey through the looking glass, the story began with a series description and a look back in time. The series continues, with each post featuring a piece of our journey. We explored the extreme uncertainty of the future in the last post. In this post, I will now dive deeper into the building blocks of the future.

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