Tag: paradigm-shift

Categories
AI Programming Work

The Currency of Restlessness

There is a specific kind of vertigo that comes from watching a machine effortlessly perform your life’s work. For Aditya Agarwal, an early Facebook engineer and former CTO of Dropbox, that vertigo hit after a weekend of coding with an AI assistant. His realization was absolute: we will never write code by hand again.

When the specialized skills we have spent decades mastering become free and abundant, the foundation of our professional identity inevitably trembles. Agarwal captures the duality of this moment perfectly, describing it as a mixture of “wonder with a profound sadness.”

“There’s something deeply disorienting about watching the pillars of your professional identity, what you built and how you built it, get reproduced in a weekend by a tool that doesn’t need to eat or sleep.”

The conversation around AI tends to flatten this emotional reality into two distinct camps: the doomers who foresee total replacement, and the boosters who promise a frictionless utopia.

But lived experience is messier. We are capable of holding grief and wonder in the same hand.

We can mourn the craftsmen we were, even as we sprint toward the architects we are about to become.

Because here is the secret about the disorientation of progress: it passes.

Once the initial shock fades, what replaces it is a wild, unconstrained energy.

When the mechanical friction of creation vanishes—when a week’s worth of coding can be accomplished in an afternoon—the scope of our ambition expands. We are no longer limited by the keystrokes we can manage in a day, but by the edges of our imagination. We aren’t watching ourselves become obsolete; we are watching our lifelong constraints dissolve.

This shift is rewriting the social contract of knowledge work, starting with how we evaluate human potential. For decades, the corporate world has relied on a calcified heuristic for hiring: brand-name universities, FAANG experience, and years of tenure. We worshipped the resume.

Now, that playbook is breaking down. In evaluating engineers and founders navigating this transition, Agarwal notes that traditional pedigrees predict almost nothing about a person’s ability to thrive. The new dividing line isn’t generational, and it certainly isn’t educational. It is entirely dispositional.

“The trait that matters most isn’t intelligence, or credentials or years of experience. It’s someone’s relationship with change—not whether they’ve seen change before, but whether they run toward it.”

The new currency of the working world is restlessness.

Restlessness is the refusal to settle into the comfort of the way things used to be. It is the constitution of a builder who cannot stop tinkering, who treats every new AI tool as a puzzle to be solved before the day is out. In an economy where the “how” of knowledge work is increasingly automated, the premium shifts entirely to adaptability, curiosity, and vision.

This democratization of capability forces a deeply uncomfortable, deeply human reckoning. We have to let go of the identities we forged under old paradigms to become whatever comes next.

The technology didn’t create this human challenge—it merely made it impossible to ignore.

Categories
AI Anthropic Future

Escaping the Gravity of the Present

I was watching a YouTube conversation with Dario Amodei recently, and the comments he shared at the end got me thinking about how remarkably bad we all are at imagining the future.

Whenever I try to picture what the world will look like in ten or twenty years, I usually end up picturing today—just slightly shinier. If a prediction sounds too weird or disruptive, my brain automatically rejects it. It just feels too unmoored from the reality I woke up in this morning. We all have this instinct to retreat to the safety of incremental change.

But as Amodei points out, that comfort zone is exactly what blinds us. He notes that we are constantly tempted to dismiss massive shifts simply because they feel like they “can’t happen.”

“However, by extrapolating simple curves or reasoning from first principles, one often arrives at counterintuitive conclusions that surprisingly few people believe.”

It’s a strange feeling to look at a simple data curve, follow the math, and realize the logical endpoint sounds completely unhinged. The truest maps of tomorrow often look like bad science fiction to us today.

But there is a catch here, and it’s a mental trap I know I’ve fallen into before. You can’t just sit in a room and logic your way into the future. Pure logic, stripped of real-world friction, usually just leads you confidently in the wrong direction. Amodei suggests a much more grounded formula:

“The right combination of a few empirical observations and thinking from first principles can allow one to predict the future in ways that are publicly available but rarely adopted.”

This struck a chord with me. It’s easy to get swept up in purely theoretical thinking. But the better approach is to start with what is actually happening on the ground—the messy, undeniable data. From there, you strip it down to its most basic truths and follow the thread, no matter how strange the destination looks.

It takes a certain kind of intellectual courage to trust the math when your gut is screaming that things are getting too weird. But learning to decouple what is true from what feels normal might be the only real way to prepare for what is coming.

Categories
AI

The Second Fire: From Finding to Forming

There is a specific kind of vertigo that comes with a paradigm shift. It’s the feeling of standing on the edge of a map that has just been unrolled to reveal twice as much territory as you thought existed. Lately, as I navigate the vast, generative landscape of AI, that old vertigo has returned. It’s a hauntingly familiar resonance, a structural echo of the late nineties and early 2000s when we first encountered the Google search bar.

Back then, the world was a series of closed doors. Information was siloed in physical libraries, expensive encyclopedias, or the unreliable oral histories of our social circles. Then came that clean, white interface with a single blinking cursor. Suddenly, the friction of “not knowing” began to evaporate. We weren’t just browsing the web; we were suddenly endowed with a collective memory. It felt like a superpower—the ability to summon any fact from the digital ether in milliseconds.

“Google is not just a search engine; it is a way of life. It is the way we find out who we are, where we are going, and what we are doing.”

Today, the sensation is different in texture but identical in weight. If Google gave us the power to find, AI is giving us the power to form.

The “Aha!” moment of 2026 isn’t about locating a PDF or a Wikipedia entry; it’s the realization that the distance between a thought and its realization has shrunk to almost nothing. When I prompt a model to synthesize a complex theory or visualize a dream, I feel that same electric jolt I felt twenty years ago when I realized I’d never have to wonder about a trivia fact ever again.

But there is a philosophical weight to this new “awesome.” With Google, the challenge was discernment—filtering the flood of information to find the truth. With AI, the challenge is intent. When the “how” becomes effortless, the “why” becomes the only thing that matters. We are moving from the era of the Librarian to the era of the Architect.

We are once again holding a new kind of fire. It’s warm, it’s brilliant, and just like the first time we saw that search bar, we know that the world we lived in yesterday is gone, replaced by a version where our reach finally matches our imagination.

Categories
Creativity

Be the Only!

Kottke blogged this week about Kevin Kelly’s book Excellent Advice for Living: Wisdom I Wish I’d Known Earlier and one of the top tips in that book that Kelly has talked about in several interviews he’s given about the book:

Don’t be the best. Be the only.

Kelly’s advice stands apart from the common wisdom that we should always strive to be the best by doing our utmost. In a world that constantly pushes us to compete and compare, there is something incredibly freeing about the notion of rejecting that rat race entirely.

“Don’t be the best, be the only” is a reminder that true success and fulfillment often come from carving your own unique path, rather than trying to climb to the top of someone else’s ladder.

It’s an idea that deeply resonates for any creative soul who has felt the sting of having their work measured and ranked against arbitrary standards and tastes. How can you be the “best” writer when writing is so subjective? The “best” artist when art is meant to provoke different responses in different viewers? We secretly know that concepts of better and best are flawed when it comes to creative expression.

And yet, we are conditioned nearly from birth to see life as a competition – to be smarter, prettier, more accomplished than our peers. We are repeatedly asked by teachers, parents, employers, “What makes you the best candidate?” As if we must relentlessly pursue that elusive #1 spot, which can only have one holder at a time until someone new swipes it away.

What a profoundly different and enlivening perspective to simply say, “I’m not chasing ‘best.’ My goal is to be the ‘only.'” Not better, but different. To create a novel blend of vision and craft that is utterly new and unlike any other offering in the world.

It means doubling down on what makes you unique rather than tempering those interesting edges to fit conventional molds. It means zigging when others zag, embracing your personal quirks and experiences as puzzle pieces that culminate in a new shape. One that perhaps only you could construct.

There is a deep self-knowledge required to get there, an ability to tune out the noise in our mind that is always eager to tell us where we fall short and what we must do to be validated. Instead, go further inward and listen to the quiet hum of your own creativity, allowing it to guide you towards a novel magic that only you can create.

It’s an incredibly brave and almost defiant stance. A willing abdication of the endless pecking order tournaments we are drafted into throughout life. A saying of, “I do not want to be ranked or graded. My work and expression will be something wholly original that becomes a new category unto itself.”

In Kelly’s case, being an “only” seems to have stemmed from zealously pursuing a wide range of kaleidoscopic interests, starting unique initiatives, peering over the horizon, and connecting disparate dots that others missed.

Perhaps the greatest challenge in striving to “be the only” is having the courage to stay true to your unique vision, even when it defies conventional wisdom or expectations. It requires an unwavering belief in your distinctive voice and the patience to carve out your own path, one peculiar step at a time. Those who achieve that rarefied space of being truly inimitable likely navigate long periods of being misunderstood or underestimated before their original perspectives start to resonate.

Ultimately, the pursuit of “only” is about more than just creative success – it’s about living and working with uncompromising authenticity. About being willing to be misunderstood by others, sometimes by harsh critics who’d rather see you struggle. When you stop measuring yourself against external yardsticks and wholeheartedly embrace what makes you your own idiosyncratic self, you open up vast frontiers of possibility. You give yourself permission to be precisely who you are, to contribute the unique only you can offer this world. And perhaps, in doing so, you’ll inspire others to boldly cherish and amplify their own distinctive brilliance as well.