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.
(more…)Tag: Artificial Intelligence
Three phases of AI that shape the future: narrow, general, super
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Large 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.
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Unleashing 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.
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Superconvergence
“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.
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What 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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Unlocking 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.
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Unlocking 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.
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Unlocking 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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Disrupt With Impact
I had the pleasure of reviewing an early copy of a book authored by Roger Spitz. The book titled Disrupt with Impact is scheduled to launch on September 24, 2024. Roger Spitz is a futurist, author, and President of Techistential, a foresight strategy consultancy. He also chairs the Disruptive Futures Institute, a global education hub which empowers organizations and entrepreneurs. His work has been featured in numerous media outlets, such as Fast Company, WIRED, and MIT Technology Review. He is based in San Francisco, USA.
As a futurist, I find the book to be a compelling and timely exploration of the challenges and opportunities facing leaders in our rapidly evolving world. Spitz masterfully weaves together insights on technological convergence, artificial intelligence, and the blurring of industry boundaries to paint a vivid picture of the disruptive landscape we must navigate. His concept of UN-VICE (Unknown, Volatile, Intersecting, Complex, and Exponential) resonates strongly, effectively capturing the essence of our current era and the imperative for new approaches to leadership and decision-making.
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The Future of Robotics in Manufacturing: BMW and Figure’s Humanoid Collaboration
In a foreshadowing move for the robotics and automotive industries, BMW has partnered with California-based robotics firm Figure to deploy their advanced humanoid robot, Figure 01, at the automaker’s Spartanburg, South Carolina, facility. This collaboration marks a significant step toward integrating humanoid robots into complex manufacturing processes. Figure recently showcased a video of the 01 humanoid robot participating in vehicle assembly, demonstrating its autonomy and precision. The robot’s capabilities are driven by sophisticated neural networks that map visual data directly to actions. These neural networks enable the humanoid to perform various tasks, like handling sheet metal, working in the body shop, and managing warehouse operations.
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The Catalyst Effect: How Transformative Inventions Shape Humanity’s Future
Throughout history, catalysts—key events and turning points—have ignited profound shifts in human behavior and societal evolution. From conflicts like World War II to scientific breakthroughs such as the discovery of electricity, each milestone has propelled us into new realms of possibility and understanding. Today, as we stand on the precipice of a technological revolution driven by artificial intelligence (AI), humanoid robots, quantum computing, synthetic biology, and space technology, it is crucial to reflect on how these transformative developments will reshape our future. I have viewed this emerging period as a looking glass moment.
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Reframing The AI Narrative
The unease is still palpable. Artificial intelligence, a fledgling giant, casts a long shadow. Headlines continue to blare warnings of robot domination and technological apocalypse. We teeter on the precipice of a future painted in dystopian hues. But a counter-narrative is making its way into the discourse. Let’s reclaim the narrative. Let’s transform the ubiquitous AI assistants from harbingers of isolation to tools that empower us to focus on the things that truly breathe life into our existence. The conversation needs to shift. Not a passive acceptance of a preordained future, but an active shaping of our shared narrative. We must chart a course, not simply brace for impact. We stand at the precipice, but instead of staring down into the abyss, let’s turn our gaze skyward, towards the boundless possibilities that lie before us. The future is not a pre-written script, but a blank canvas. The question isn’t a resigned “will AI replace us?” but a rousing call to action: “What wonders can we co-create?”
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Transforming Energy With Artificial Intelligence
A recent report offers a comprehensive strategy for expediting the deployment of clean energy while mitigating risks and costs amidst the climate crisis. In a collaborative effort, 100 experts in clean energy and artificial intelligence convened at Argonne National Laboratory to devise a plan for ensuring America’s energy future. The AI for Energy report captures their collective vision.
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The Innovation Vortex: How Emerging Tech Will Reshape Business Models Across Industries
The rise of generative AI is sparking discussions about its potential impact on various industries, with SaaS being a prime example. The traditional per-seat subscription model, a cornerstone of many SaaS businesses, might be vulnerable as AI automates tasks and potentially reduces the need for human users. Here’s a breakdown of the conversation:
Challenge: Generative AI’s ability to automate tasks could lead to fewer human employees needing SaaS applications, impacting per-seat subscription revenue.
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Nuance: The impact might not be a complete disruption. While some user seats might decrease, AI could also create new functionalities and workflows requiring additional subscriptions.
For your blog post, consider this summary: -
Generative AI: Thoughts From A Recent Book
I just finished reading a book titled Generative Artificial Intelligence: What Everyone Needs to Know. Author Jerry Kaplan offers a thought-provoking exploration of Generative AI (GAI), a revolutionary technology poised to reshape our world. Delving into its potential to transform everything from healthcare to creative arts, the book also tackles the ethical considerations and challenges that come with this powerful new tool.
Artificial intelligence (AI) has become an undeniable force in our lives. From virtual assistants like Siri to self-driving car technology, AI is rapidly transforming the landscape. However, as Kaplan states, a new wave of AI is poised to make even greater strides: Generative AI (GAI).
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Brave New Words: Unleashing The Potential Of AI-Driven Education
I just finished reading my most recent book titled Brave New Words, written by renowned education innovator and entrepreneur Salman Khan. In “Brave New Words”, Salman Khan explores the transformative potential of artificial intelligence in education. With his signature clarity and vision, Khan outlines a future where AI-powered learning systems enhance human teaching, increase accessibility, and foster a more equitable education system. This book offers a roadmap for educators, policymakers, and learners to navigate the AI revolution in education and unlock the full potential of humanity. I highly recommend it and have added the book to my Library.
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Navigating The Uncharted: Embracing AI’s Uncertain Future
I really enjoyed a recent article written by Steve Andriole. I enjoyed it because it appreciates the uncertainty of our times and questions the AI predictions flowing from all corners. As readers of my Blog know, I don’t believe in prediction. Mr. Andriole reflects on a number of failed predictions that underscore the point. Instead, I believe in rehearsing the future.
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Beyond Fear: Embracing The Positive Potential Of Artificial Intelligence
I had the pleasure of sitting down for a discussion with Journalist Kevin Williams. His article went live on CNBC on April 6. I really enjoyed this one for multiple reasons. First, the positive focus that Kevin was looking for – a focus inspired by the recent TCS Futurist Study. Second, Kevin sought additional perspectives, one from another Futurist and the other from a psychologist. The question of human behavior is an important one – so I was thrilled when Kevin pursued that angle. As the advent of generative artificial intelligence (AI) has sparked both fascination and fear in equal measure, these conversations are important. Here are some key messages from the article.
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Navigating The Workforce Shift
In a recent article, Don Reisinger describes a consortium formed to address the impact of jobs lost to AI. In an era where technological advancements have the potential to reshape industries at an unprecedented pace, concerns about the displacement of jobs due to artificial intelligence (AI) adoption have reached a critical juncture. Acknowledging this challenge, several leading tech companies, deeply entrenched in the realm of AI, have joined forces to mitigate the impact of job loss and facilitate workforce transitions.
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