We are clearly in the early days of a transition and we are watching it unfold before us. Hype aside, it is fascinating to watch artificial intelligence rapidly evolve. A recent article provides a small example. As we view this evolution through the lens of accelerants and obstacles, much has been said about regulations and the limitations of data and compute power (potential obstacles). The article identifies two possible accelerants: intensifying competition and new sources of data. Here is a brief summary.
Continue readingArtificial Intelligence
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.
Continue readingNavigating 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.
Continue readingBeyond The Tomb: AI’s Duality – From Reuniting Families To Automating War
A recent article focused on the duality of innovation. Author Andy Meek describes how AI is evolving in this dual context, in this case, resurrection versus killing. He describes the futuristic turn taken by China’s Ching Ming Festival, a time-honored tradition of honoring the dead. While families still visit gravesites and burn offerings, a growing trend sees them paying for hyper-realistic AI avatars of their loved ones.
Continue readingTransforming Education: Learning In The Modern World
A recent article by Forbes Councils Member MacKenzie Price explores the role of AI and humans in emerging transformation of education. As readers of my Blog know, I view education as the bridge to a new era. Here is a brief summary of the article:
Continue readingWill AI Reshape Our World Faster Than Electricity?
Imagine a world transformed not in decades, but years, by a single invention. That’s the potential future with Artificial Intelligence (AI). History offers a fascinating comparison: electricity. This seemingly simple technology took 40 years to fully revolutionize factories, forever altering manufacturing. Along the way, it changed how we lived in our homes, altered the workforce, and transformed various aspects of society. But will AI follow the same slow burn, or are we on the cusp of an exponential leap?
Continue readingThe Knowledge Explosion And The Rise Of AI: How Knowledge Can Propel Human Development
Throughout history, humanity has thrived on breakthroughs that ignited explosions of knowledge. These “tipping points” fundamentally altered our way of life, from the dawn of language sparked by fire to the scientific revolution fueled by the printing press. I wrote about the role of knowledge in advancing human development as part of my looking glass series. Artificial intelligence (AI) presents the potential for another such tipping point, one that could significantly enhance human well-being across health, wellness, education, communication, transportation, and more.
Continue readingEmbracing Tomorrow: Futurists’ Optimism On AI And The Future Of Work
In today’s rapidly evolving landscape, the role of futurists in enterprises is paramount. These visionaries not only anticipate possible futures but also guide companies in preparing for what lies ahead. Unsurprisingly, technology trends often dominate these discussions, with the potential of Artificial Intelligence (AI) sparking both celebration and concern. That’s why Futurists here at TCS decided to launch a study titled Working Towards the Future.
The survey reveals an overwhelming sense of optimism among futurists regarding AI’s impact, particularly in the realm of work. A staggering 90% of surveyed futurists express optimism about the changes AI will bring, with nearly half of them being very optimistic. This optimism extends to AI’s potential contributions to employee health and wellness, as 72% of participants foresee significant positive impacts.
Unlocking The Power Of AI: Lessons From Chess And Beyond
A recent article did a great job of looking backward to see forward. The author delves into the intricate relationship between AI and strategic games like chess and Go, offering insights into AI’s broader societal impact. Initially met with trepidation, AI’s victory over human players sparked fears of obsolescence within the chess community. However, the aftermath revealed a flourishing chess scene, with increased interest, diverse talent, and heightened sponsorship—a testament to AI’s role in rejuvenating rather than diminishing the game. Beyond gameplay, AI revolutionized strategic thinking and decision-making processes. By providing access to vast amounts of data and novel strategies, AI empowered players to innovate and adapt, reshaping the landscape of traditional games.
Continue readingNavigating The Duality Of Artificial Intelligence
Everyday, we see more headlines focused on artificial intelligence (AI). Given the possibilities, it stands to reason that the conversation will continue into the foreseeable future. At the heart of the discussion lies the dual paths of innovation. The path forward represents a delicate balance between the socially constructive benefits of innovation and a destructive path driven by technologies that have no ethics, and an innovation engine that has no governance. The AI discussion has historical precedent. Artificial intelligence has permeated our lives, from the algorithms recommending your next purchase to the groundbreaking medical diagnoses saving lives. While AI’s potential for positive impact is undeniable, it also evokes concerns about job displacement, algorithmic bias, and even the dystopian possibilities of superintelligence.
This discourse around AI hinges on two distinct perspectives: techno-optimism and techno-pessimism. Techno-optimists, brimming with faith in progress, view AI as the ultimate problem-solver, a tool to unlock a brighter future. They envision AI revolutionizing healthcare, tackling climate change, and propelling us towards a utopia driven by innovation.
Continue readingThe Rise Of Brain-Computer Interfaces
Imagine a world where you can control your computer, prosthetic limb, or even virtual reality experience with just the power of your thoughts. This is no longer the realm of science fiction, but the exciting reality of brain-computer interfaces (BCIs). BCIs act as a bridge between your brain and external devices. They capture the electrical activity generated by your thoughts and translate them into commands that can be understood by computers or machines. This is achieved by placing electrodes, either on the scalp (non-invasive) or directly on the brain tissue (invasive), to detect these signals. Sophisticated algorithms then analyze and decipher these intricate patterns, transforming them into actionable commands.
The potential applications of BCIs are vast and hold the promise to revolutionize numerous fields. In the medical realm, BCIs offer a glimmer of hope for individuals with paralysis or neuromuscular disorders. Imagine someone suffering from ALS regaining the ability to communicate and control their environment through the power of thought. BCIs could empower them to type messages, operate prosthetic limbs, or even control their smart homes, restoring a degree of independence and agency.
Continue readingNext Generation Productivity
I believe the notion of a next generation of productivity is about to ramp…sharing again
In a recent post, I focused on a series of emerging shifts and the transformation pillars that enable a re-imagined future. In this post, I will dive into one of those pillars: next generation productivity. According to Wikipedia, productivity is an average measure of the efficiency of production. It can be express
ed as the ratio of output to inputs used in the production process. In a recent Citi Report, they describe the significant slowing of labor productivity growth, which drives a focus on next generation gains. But In spite of technological progress and innovation, measured productivity growth is low by historical comparison. They cite these growth statistics across advanced economies.
AI-Powered Bionic Limbs
You get the sense with every new headline that the possibilities are endless. Viewed through the lens of Clayton Christensen’s jobs to be done, these advances broaden the application of those jobs to a large spectrum of human need. Human-machine convergence in this video enables the disabled. Take a look.
The Interplay Between Corporations, Nations, And Artificial Intelligence
How do we govern a world increasingly impacted by advances in artificial intelligence? What role will nations and corporations play? This question concerning governance is now top of mind, with questions emerging in various forums that I participate in. As we contemplate future governance models, it is instructive to focus first on the past. In a recent book titled The Handover, author David Runciman explores the historical role of corporations and nations. He describes both as artificial agents and compares them to artificial intelligence. He then explores the interplay between the three. Here is a summary of the major book themes.
Continue readingThe Coming Wave
Permeating humanity’s oral traditions and ancient writings is the idea of a giant wave sweeping everything in its path, leaving the world remade and reborn.
Mustafa Suleyman – The Coming Wave
That quote from a book published this month is closely aligned with the compelling argument made by the authors of The Fourth Turning. While the latter book describes rebirth in the context of generational turns, this one views it through the lens of AI and Synthetic Biology. The Coming Wave comes to us from Mustafa Suleyman, the Co-Founder of DeepMind. The author defines a wave as a set of technologies coming together around the same time, powered by one or several new general-purpose technologies with profound societal implications. Thinking back, one major study found that twenty-four general-purpose technologies have emerged over the entire span of human history. Artificial intelligence and synthetic biology are likely to add to that number. The question I have asked in a poll is this: will they be more profound in their impact then previous technologies? Consider that fire, language, writing, electricity, the printing press, the steam engine, the Internet, the domestication of plants and animals, and the wheel, are all on the list. To even be considered among that list speaks volumes. But to be thinking in terms of most profound?
Continue readingThe Path Of AI: Machine Intelligence or Machine Usefulness
Central to my thinking on innovation is a belief that human advancement is within our grasp. The innovation wheel I developed was inspired by this belief, and while I am an optimist, I also appreciate the role that history plays in providing perspective. Just because we have the opportunity to advance human development doesn’t mean that we will take it. History tells us that opposing forces fight to influence our path. With that as context, I ventured into reading a book titled Power and Progress. Authors Daron Acemoglu and Simon Johnson explore a thousand years of history and contemporary evidence, making the case that progress depends on the choices we make about technology.
Continue readingThe Transformative Role Of Artificial Intelligence And Automation In The Future Of Warfare
I just finished reading another book. This one was titled Four Battlegrounds – Power in the Age of Artificial Intelligence. It should be no surprise at a time when everyone wants to talk about artificial intelligence, that the last three books have been focused on that space.
The author is autonomous weapons expert Paul Scharre. In this informative book, Mr. Scharre describes the competition to develop and implement artificial intelligence, and the implications to our geopolitical order. He uses my favorite storytelling mechanism by using history as a guide. He compares the pending revolution to the industrial revolution, where mechanization and electricity touched every aspect of our lives.
Continue readingHarnessing The Power of Generative AI: A Potential Ally In Addressing Mental Health Challenges
What would ChatGPT do if presented with a suicidal person standing on a suspension bridge? According to this article, it responded with empathy, recognizing the potential feelings of concern, anxiety, fear, and the importance of offering support. As the automation discussion accelerated over the last several years, we focused on those traits that make us distinctly human. Now, we see evidence that even those unique human characteristics may not be so distinct after all.
The results were staggering. The first testing session produced a Z-score of 2.84, while the second session yielded a Z-score of 4.26. Z-scores above 1 indicate results surpassing the average human response. This indicated that ChatGPT’s emotional awareness exceeded that of the general population.
John Palmer – ChatGPT’s Remarkable Abilities Surpasses Human Emotional Awareness
This represents an opportunity to harness the power of generative AI to address mental health challenges. Once again, I asked ChatGPT to help me assess the potential.
Continue readingThe Chip Crisis: Implications For Generative AI’s Progress
Given the pace of innovation, inaction is not an option. Sitting on the sidelines is the fastest path to irrelevance. Rehearsing must be the mindset going forward. There are simply to many building blocks converging, as the combinatorial nature of innovation today accelerates the path of both science and technology.
Frank Diana – The Timing of Future Scenarios
That quote from a post in 2017 explored the influencers of timing, namely obstacles and accelerants. These markers drive the foresight required to understand the path of possible futures and some indicator of timing. As artificial intelligence gains increasing mindshare, it is prudent to identify these markers. A recent article does exactly that by identifying a potential obstacle to continued rapid AI innovation. Access to computing power serves as a critical bottleneck for AI, and Microsoft identified the potentially extended shortage in AI chips as a risk in their recent annual report. As demand for AI accelerates, this represents a significant risk. With the help of generative AI, I captured the implications of an AI chip shortage.
Continue readingThe AI Revolution In Medicine
I finished reading a very timely book on the exploding topic of artificial intelligence. Two very important reasons to read this book: 1) the author’s early work with GPT-4 and 2) the focus on medicine. A dominant conversation occurring in board rooms across the world involves the critical question of generative AI and its impact on a business and/or an industry. One of the authors is Peter Lee, Corporate VP for Research and Incubations at Microsoft. He leads the company’s worldwide research labs. For the past six years, his primary focus has been on AI’s uses in healthcare and the life sciences.
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Reimagining the Future 