LATEST ARTICLES

Trump or Musk: HAPI Analysis on Who Emerges More Adaptive, Stable, and Future-Ready

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Trump or Musk: HAPI Analysis on Who Emerges More Adaptive, Stable, and Future-Ready

Sometimes it's hard to see the core strategy within the media noise. Headlines come varnished with opinion, and narratives often bend to audience biases. That's why it's refreshing—and occasionally fun—to step back and run the same data through a different lens. The Human-AI Partnership Index (HAPI) offers just that: a clear, structured way to assess who’s leading, adapting, and...

HAPI Analysis: What the One Big Beautiful Bill Act Reveals About America’s Readiness for Change

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HAPI Analysis: What the One Big Beautiful Bill Act Reveals About America’s Readiness for Change

Much like the ancient river systems that shaped entire civilizations without caring about kings or politics, some ideas cut through partisan noise and get to the bedrock of human progress. One such idea is adaptability – the quiet superpower behind human survival and success. And in today’s complex world, the ability to adapt isn’t just helpful; it’s existential. https://youtu.be/CcI2xUSZiIc That’s why...

Congress Passes ‘One Big Beautiful Bill,’ Forgets What’s in It by Page 17

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Congress Passes ‘One Big Beautiful Bill,’ Forgets What’s in It by Page 17

WASHINGTON, D.C. — In an unprecedented bipartisan show of legislative maximalism, the U.S. House of Representatives has passed the “One Big Beautiful Bill Act”—or as insiders affectionately call it, “OBBBA,” pronounced like a prolonged groan of despair. Clocking in at over 7,000 pages, 11 titles, 109 subtitles, and what scientists are calling “a fractal of subparts,” the bill aims to...

Policy Meets Potential: Why We’re Reviewing The One Big Beautiful Bill Through the HAPI Lens

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Title Policy Meets Potential: Why We’re Reviewing The One Big Beautiful Bill Through the HAPI Lens

Imagine walking into a doctor’s office for your annual check-up. But instead of checking your blood pressure, asking about your sleep, or reviewing your habits, the doctor just steps back, gives you a thumbs-up based on your wardrobe, and says, “Looking good. Keep it up.” That’s how we often evaluate policy. We look at its aesthetics—cost, scope, who it benefits in...

The Machine That Rewrites Itself—and Why It Might Just Rethink the Future of Work

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The Machine That Wanted to Be Better

In the spring of 2025, a curious event unfolded in the quiet logic of a computer somewhere in Vancouver. Read about the research at: https://arxiv.org/abs/2505.22954 An AI system, designed not just to perform tasks but to reflect on its own design, rewrote part of its code. Then it did it again. And again. Each time, it tested whether it had improved....

Job, Work, and AI: Rethinking the Tool, the Task, and the Dream Job

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Job, Work, and AI: Rethinking the Tool, the Task, and the Dream Job in the Age of Intelligent Machines

Last weekend, over the usual Saturday noise—kids orchestrating a backyard mutiny, the lawn mower muttering its dissent, and a dog somewhere barking existential questions into the void—I had a conversation that lingered long past its time. https://youtu.be/9RhMTf_3s3g A young friend, fresh out of college and fresh into worry, asked: “Why even try? AI can do most of what I’m trained to...

The Ouroboros of Intelligence: AI’s Unfolding Crisis of Collapse

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The Ouroboros of Intelligence: AI's Unfolding Crisis of Collapse

Somewhere in the outskirts of Tokyo, traffic engineers once noticed a peculiar phenomenon. A single driver braking suddenly on a highway, even without cause, could ripple backward like a shockwave. Within minutes, a phantom traffic jam would form—no accident, no obstacle, just a pattern echoing itself until congestion became reality. Motion created stasis. Activity masked collapse. https://www.youtube.com/watch?v=7F_F2ajqvjw Welcome to the era...