Ten Years Later: Releasing “Something New?” to the Commons

In 2015, I finished writing a book about artificial intelligence that almost no one asked for. At the time, AI was still primarily a research story. Deep learning was advancing, but foundation models did not exist. There were no systems embedded in everyday workflows, no AI‑generated text saturating the internet, no sustained policy debates about […]

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The Evolving Architecture of Value, Technology, and Human Purpose

Value exchange has always rested on a simple principle: voluntary participation creates positive-sum outcomes. That was true in ancient barter and remains true in today’s digital networks. What has changed is our capacity to coordinate these win–win interactions.  This is an edited transcript of my remarks at Token Talks & Tastes 2.0 for the panel

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Location, Location, Location: Physical, Digital, Global

For the past 30 years I have been building companies across multiple geographies. Creating plans, founding teams, joining opportunities, raising capital, investing: the full spectrum of entrepreneurial activity, unconstrained by a single location. Ten years ago Network Society Labs, a global network of blockchain consulting groups, operated offices in San Francisco, Buenos Aires, London, Malta,

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How Do Wikipedia And Grokipedia Compare?

When xAI launched Grokipedia in October 2025, claiming it would be a “massive improvement over Wikipedia,” I was curious, and decided to compare them scientifically on topics where I have expertise. (Read the full report online at pedia.davidorban.com) Why This Comparison Matters Grokipedia is explicitly in early beta and doesn’t yet have universal coverage. So instead of focusing

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The AI Paradox

Early Adopters Love AI But Fear Its Future Artificial intelligence is changing how we work, think, and interact. But beneath the excitement, a paradox is emerging. Early adopters, the people who use AI the most, say they personally benefit from it, yet they worry about its consequences for society. This tension is what I call

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The Jolting Mindset: Why Exponential Thinking No Longer Explains Our Reality

The Jolting Technologies Hypothesis is a complete framework for interpreting an increasingly complex and rapidly changing world What if the world isn’t changing exponentially, but superexponentially? What if the acceleration itself is accelerating? What if the mathematical models we use to predict technological progress, guiding trillion-dollar investments, inform startup strategies, and shape government policies, are

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