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2025 Year-in-Review: Read. Write. Code.
2025 felt like one of those years where you don’t fully understand what happened until you look backward and realize: oh… that was a phase shift. The year had a rhythm to it. The front half was dominated by reading — books, papers, blog posts, half-formed ideas scribbled into notes apps. The back half turned into Read more
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Latent Space: The Hidden Infrastructure of Intelligence
The First Time You Realize AI Sees the World Differently Latent space is one of those concepts that feels deceptively simple but quickly becomes mind-bending the deeper you go. In my MIT coursework, the moment it truly clicked wasn’t when someone showed a diagram or equation—it was when I watched two very different inputs land Read more
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The Physics of Focus
I believe that focus is the single most important variable in the equation of execution. Yet, time and time again, I see executive teams unable to summon it. My theory is that true focus requires a level of strength and accountability resilience that most executives simply don’t have. It demands an “all or nothing” mentality—a Read more
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The Great Corporate Efficiency Reckoning
Introduction: Welcome to the Reckoning We’ve reached a moment where corporate transformation is no longer optional—it’s being forced. AI isn’t just another technology wave; it’s an existential efficiency reckoning. Companies that aren’t ruthlessly exposing and eliminating inefficiencies are already behind. There’s no hiding from this one. The Myth of Smooth Transformation Executives often talk about Read more
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Recursion: We Have to Go Deeper
Opening Scene: Inception & the Dream Layers You’re in a van. It’s falling. But somehow… you are not. Gravity tilts sideways. Time stretches like taffy. And as the van free-falls, you suddenly find yourself in a hotel hallway — where everyone is also falling, but standing up straight, because physics took the night off. Then — snap — Read more
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The World Models Within Us
From Asimov to AGI: The Rise of Predictive Minds “A robot may not injure a human being, or, through inaction, allow a human being to come to harm.” — Isaac Asimov Isaac Asimov, one of my favorite authors, is best known for his Robot series — books that deeply influenced how I think about technology and ethics. The Read more
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Transform or Be Transformed: The AI-Native Enterprise and the Law of Acceleration (Part II)
If the last decade was defined by the rise of the software-defined enterprise, this next one will be shaped by the emergence of the AI-defined organization. The difference isn’t just speed — it’s sentience. Systems are no longer passive enablers of process; they are active participants in learning, optimization, and decision-making. The collapse of traditional Read more
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Transform or Be Transformed: The Death of the Traditional CIO and the Rise of Unified Intelligence (Part I)
Every company is now a technology company — a phrase first popularized by tech visionaries like Marc Andreessen in his 2011 essay Software Is Eating the World and later echoed by Satya Nadella at Microsoft and Ginni Rometty at IBM. Andreessen argued that software would become the defining layer of every industry, from retail to transportation. Nadella Read more
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The Coming and Going of the Turing Test
How humanity quietly outgrew its most famous measure of intelligence For decades, the holy grail of artificial intelligence was simple: fool a human into believing they were talking to another human. That was the essence of the Turing Test — a clever little game proposed by British mathematician Alan Turing back in 1950, long before Siri or ChatGPT. The Read more
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Bold Moves: The Antidote to the Status Quo
I still remember the feeling—the mix of excitement and terror—as I packed the last box into a U-Haul after college. Two buddies of mine drove with me across the United States driving a U-Haul and my 1999 Toyota 4-Runner (that I still own and drive today). The destination was San Francisco, California, the goal was Read more
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Reflections on AI: Context and Memory – The Gateway to AGI
Introduction: Why AGI is Different from Narrow AI Today’s frontier models are wonders of engineering. They can write code, draft legal arguments, and create poetry on command. But for all their power, they are fundamentally transient. Once a session ends, the model resets. The insights, the rapport, the shared understanding—it all vanishes. It’s like having Read more
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Grit is a True Superpower
A Personal Story My daughter, a collegiate soccer player, recently called me with some tough news. After months of grueling recovery from surgery on a torn tendon in her left ankle, her doctor suspected the same issue in her right. She had, “won the ankle injury lottery in the worst way possible.” The frustration in Read more
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Perspective is a Gift
The words hung in the crisp Park City air, feeling more real and significant than the mountain peaks surrounding us. “I’m cancer-free.” My friend said it with a mix of exhaustion, disbelief, and pure, unvarnished joy. We were sitting at an outdoor table, the casual clinking of glasses and plates around us a stark contrast Read more
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Reflections on AI: AI is Eating Software that is Eating the World
In the summer of 2011, Marc Andreessen published a seminal essay in the Wall Street Journal that defined the next decade of technology and business: “Why Software Is Eating the World.” His argument was as elegant as it was prophetic. He posited that we were in the middle of a fundamental economic shift, where software Read more
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Reflections on AI: The Stochastic Era
I’ve always loved jazz and improvisational music. My wife, Sarah, appreciates the perfect, tight structure of a three-minute song, and I get it. There’s a real beauty in that precision. But for me, the magic happens in the exploratory freedom of a 10, 15, or even 25-minute musical journey. It’s about letting go of a Read more
