The Total Perspective Vortex

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We are on the precipice of technological innovations that could potentially disrupt humanity, but they will not happen overnight, nor will they be out of our control. We have the time and hopefully the perspective to make wise choices.It’s happened before. A little over 100 years ago, and within a few decades, the automobile, the airplane, the telephone, and the electrical grid remade the physical and social fabric of life. For the first time, distances collapsed. Cities and homes glowed with electric light. Factories ran with continuous power. Communication traveled instantly across continents. People traveled unimaginable distances in hours rather than weeks or months.What had been science fiction for centuries became everyday reality, and people felt both awe and dislocation. We can learn from the past, as the scale of disruption from that era was likely far greater than what we are experiencing today.The Total Perspective Vortex is a form of torture because the truth of one’s insignificance is unbearable. Perhaps that truth is found in the disruptive innovations we admire and fear, the humanity that may be lost in this sea of technological innovation, and our anxiety about our own irrelevance. We have a deeper responsibility. It’s happened before; perhaps humankind can make better use of the new era of disruptive innovation and our expanding powers more wisely.In other words, get a perspective.

The AI Supercycle

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Artificial intelligence is driving technological disruption and economic transformation. It is a unique opportunity and, like PCs, the Internet, mobile, and cloud computing before it, AI is driving a new supercycle. Unlike previous technological revolutions, the current transformation is exponential, creating new industries and markets and impacting existing economic structures, costs, distribution, and employment. While productivity and economic growth are expected to surge, the most significant opportunity arises for capital owners, and therefore, investors. AI will be the most significant economic catalyst of the 21st century, fundamentally altering how we work, innovate, and create value.

Is AI Any Good?

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So far, we’ve attempted to answer that question through benchmarks. These give models a fixed set of questions to answer and grade them on how many they get right. But just like exams, these benchmarks don’t always reflect deeper abilities. Lately, it seems as if a new AI model is released every week, and each time a company introduces one, it comes with fresh scores showing it surpassing the capabilities of its predecessors. AI research is a hypercompetitive infinite game. An infinite game is open-ended—the goal is to keep playing. However, in AI, a dominant player often produces a significant result, triggering a wave of follow-up papers that chase the same narrow topic. This race-to-publish culture puts enormous pressure on researchers, rewarding speed over depth and short-term wins over long-term insight. If academia chooses to play a finite game, it will lose.

This “finite vs. infinite game” framework also applies to benchmarks. So, do we have a truly comprehensive scoreboard for evaluating the true quality of a model? Not really. Many dimensions—social, emotional, interdisciplinary—still evade assessment. But the wave of new benchmarks hints at a shift. As the field evolves, a bit of skepticism is probably healthy.

Apple versus Visa

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Apple can disrupt global finance. Visa and MasterCard are now vulnerable. Previously, it was believed that the capital required for infrastructure, systems, and processing was an insurmountable obstacle to any new competitor. But things have changed. Innovation and disruption in the credit card business pose a threat to established players like Visa and MasterCard. Apple can leverage its ecosystem, user experience focus, brand trust, strategic partnerships, and innovative use of data to succeed in the credit card business. Over time, as it scales and innovates, it could challenge Visa and MasterCard’s market dominance.

The AI Horizon

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Artificial intelligence is poised to significantly impact various fields and activities, transforming how we approach creativity, professional activities, science, and many more domains. Disruption will accelerate the development of new innovative businesses and strategies in finance, medicine, data management, systems engineering, materials science, art, and other industries. AI’s impact will be profound and multifaceted, driving innovation and efficiency and posing challenges regarding ethics, job displacement, and new skills and regulations. As AI continues to evolve, its integration into these areas will likely shape the future of human society in significant ways.

Digital Assets

Digital Assets – Technology of Freedom?

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Digital assets are disrupting finance – the world’s largest industry. All assets, intellectual property, and even currency can now be digitized, and anyone can access anything from anywhere. The finance industry is being this intermediated and globalized, economic development and policy will be forever changed.

Digital Assets

Digital Assets, the Environment, and Green Energy

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Digital currencies, crypto assets, digitized securities, and distributed ledgers require an enormous amount of power. While the combination of these assets is subject to tremendous hype, the environmental impact has been mostly ignored. However, this is changing because there has been increasing alarm about crypto’s carbon footprint and environmental impact. While there are attempts to use alternative energy, such as solar farms, thermal heat, and wind farms, sustainability for processing digital assets is still evolving. One thing is clear, as advancements are made in clean and renewable energy, digital asset mining will reduce its requirement for carbon-based energy. This is an essential trend if digital asset processing is to be sustained as an important component of global finance. The trend toward digital assets disrupting global finance is irreversible, thus green energy solutions are essential, and a condition precedent in order to participate and profit from this economic opportunity. It is crucial for crypto mining to address the environmental concerns attached to digital asset processing and creation. There is an irreversible shift to decarbonization and lower carbon footprints. The digital asset market is not going to go away, but since energy is such a critical component, energy efficiency and green energy are the essential components to any long-term perspective of a digital asset strategy. The low-cost provider wins. With digital assets, that means the combining lowest carbon footprint with scale and the ability to connect to the electrical grid.

First Principles – Disruption’s Source

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“Assume no knowledge” (Socrates) No successful company can create or sustain its competitive strength without constantly examining its First Principles. It means defining a problem effectively, understanding the actions needed, and then implementing those plans. This requires a unique combination of perspective, talent, drive, and organizational flexibility. It is rare, but when discovered, it is…

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