When exponential curves bend, leadership is tested by how far ahead it’s willing to see—and act.
Recently, Dario Amodei has been suggesting that we’re about to enter a difficult new era in the progress of artificial intelligence. Amodei’s observations are not the cautious notes of an outside skeptic. He’s the CEO of Anthropic, a company working at the frontier of AI technology.
As he sees it, the last decade of AI progress has largely been the result of brute force. Ever larger models trained on ever larger data sets with access to ever greater computing power have produced ever better results. As capabilities scale, performance improves.
Until, of course, it doesn’t.
Amodei is starting to see signs that increasing scale can’t continue forever. At some point, the physics and the economics start to matter. Compute becomes scarce and expensive. The available data stops expanding at the same pace. And each additional jump in performance requires disproportionately more effort. That’s when the curve begins to bend. At the same time, he notes that AI systems are now being used to build the next generation of themselves. That innovation is compressing development timelines. It will also surface new AI risks faster at precisely the moment when its payoff starts to slow. Progress will continue, but it may not resemble the steep, uninterrupted ascent many have come to expect.
He doesn’t seem to be surprised that growth will slow. Actually, what’s more surprising to him is the lack of preparation for that slowdown. As he shared in a recent interview with Dwarkesh Patel, “The most surprising thing is the lack of public recognition of how close we are to the End of the Exponential.”
If anyone is incentivized to insist that the AI party will keep on rolling, it’s Dario Amodei. And yet, his tone is measured. He sketches multiple possible futures. Some of those futures are extraordinary in their promise. Others are deeply concerning. Amodei sounds less like a promoter of inevitability and more like a steward who’s considering the consequences.
To be sure, investment decisions, hiring plans, and company valuations have all been built on the assumption of continued hockey stick growth. The prevailing assumption remains that tomorrow will look like today, only faster. And Amodei is concerned that we are not more concerned.
The disconnect between Dario Amodei and the rest of us isn’t solely about Artificial Intelligence. It’s a story about leadership in moments when exponential curves begin to bend. And it’s a reflection of very different perspectives on how the world works. Such is the predicament of a future-focused leader in a present-focused world.
The Difference is Time
Years ago, Stanford psychologist Philip Zimbardo began studying a puzzle. Why do some people consistently delay gratification while others pursue immediate reward? Why do some leaders plan years ahead while others remain focused on what’s in front of them? Measures of intelligence didn’t explain the difference. Personality didn’t either. Gradually, Zimbardo began to suspect that the critical variable was temporal.
His research led to a simple but powerful insight. Human beings inhabit different psychological time zones. Some draw meaning and guidance from the past. Some organize their attention around the present. Some live mentally in the future. This orientation shapes how risk is perceived, how opportunity is evaluated, and how urgency is felt. Two people can hear the same news and respond differently because they perceive themselves to be standing in different places in time.
Research conducted by my teammates at Jump suggests that only about 16% of people are truly future-focused. For them, what’s coming next feels as real as what’s happening now. Future-focused people think about what the world might look like in five or ten years. They can envision futures that diverge sharply from their current lived experience. A healthcare leader with a future focus may spend much of their time concerned with how AI diagnostics, regulatory reform, and demographic pressure could transform care delivery within a decade. They begin redesigning operating models before reimbursement models force their hand.
Another 14% of us are past-focused. These people see the world as a continuation of what has long been true. They draw strength from heritage and precedent. A retail executive with a past focus might insist that physical stores will always dominate because customers have historically wanted to touch and feel products. For them, decades of past performance become evidence that structural shifts are overstated.
And then there’s the rest of us in the middle: the 70% of people who are largely present-focused. These people train their attention on the world as it exists right now. As managers, their focus is primarily on challenges currently at hand. There’s a quarter to close. Margins to protect. Fires to extinguish.
The Most Dangerous Sentence in Business
These differences in perspective aren’t moral categories. They’re cognitive habits. But they do carry consequences for the long-term health of a project, a company, and even a society. The greatest risk to large organizations isn’t a lack of intelligence or capital. It’s a mismatch between the time horizon of decision makers and the time horizon of the forces reshaping their industry.
Present-focused leadership often feels responsible. It’s a focus that emphasizes execution and stability. It rewards discipline and control. Yet it also increases the risk of being blindsided. Disruptive forces often seem like distractions until it’s too late.
A present-focused exec might agree on the need to change. They’ll adopt the language of transformation. They’ll attend the strategy offsite. They might even acknowledge the disruptive potential of AI or climate change, while simultaneously allocating nearly all of their resources to immediate performance. And when they’re reminded that the world is changing, they’ll say, “You’re right, but we need to focus on this quarter.”
And that may be one of the most dangerous sentences in business. At least with past-focused leaders, you can disprove their beliefs. But present-focused leaders can end up talking like future-focused leaders and acting like past-focused leaders. It’s like they’ve accepted your premise, and they’ve decided to drive over the cliff anyway.
And remember. That’s 70% of us.
Clash of the Timelines
Again and again, I’ve observed how competing time mindsets create friction inside an organization. To a present-focused manager, future-focused colleagues can appear distracting. They ask uncomfortable questions. They allocate time to scenarios that may never materialize. They propose investments before any return is visible. In a world of daily operational pressure, this can feel impractical.
To future-focused leaders, a present focus can feel perpetually reactive. It can feel like acknowledgement without action. Over time, it feels like they’re revisiting the same conversation each year with slightly greater urgency and slightly less runway.
These conflicts can get misinterpreted as disagreements about intelligence or commitment. In many cases, it’s a clash of timelines.
Future Focused Leadership
There’s ample room to misunderstand what it means to be a future-focused leader. Future-focused leaders aren’t futurists. Futurists and forecasters track emerging trends and envision what the world might be like in twenty or thirty years. They construct scenarios designed to provoke your imagination. Most of the futurists you meet are no doubt future-focused. Future-focused leaders help their teams move into that future.
Nor are future-focused leaders fortune tellers. They don’t claim to know exactly what will happen. In fact, the best ones tend to be allergic to making predictions. Their discipline lies in considering multiple plausible paths. What might unfold if compute becomes scarce? What if regulatory frameworks tighten? What if breakthroughs accelerate beyond expectation? Instead of committing to a single forecast, they prepare the organization to remain adaptable. They place small bets early. They diversify exposure. They create room to maneuver.
The primary challenge of future-focused leadership is to connect distant signals with immediate decision-making. The most effective leaders demonstrate the courage to consider possibilities before they’re obvious and the discipline to act before they’re unavoidable. Future-focused leaders build a bridge from the Now to the Next.
A Different Kind of Tech Leader
In Dario Amodei’s talks and in his writings, he outlines a range of trajectories. He contemplates a coming time of extraordinary abundance and scientific advancement. He also acknowledges darker possibilities, from destabilization to complete destruction. He doesn’t insist that anything is inevitable. He just wants us to broaden our aperture.
And if he’s surprised that we’re not responding to the imminent End of the Exponential… well, that may have a lot to do with our wiring. Most of us are present-focused. We look at what’s happening right now and extrapolate forward. Models are improving. Investment is strong. Adoption is growing. The line is moving up and to the right. What could go wrong? When someone on the frontier suggests the curve may be bending, the issue isn’t just whether they’re correct. It is also whether we’re able to hear them.
There’s something else worth noting about Dario Amodei. His tone differs from the bravado that often characterizes tech leadership. He seems to be imaginative without being reckless. He’s ambitious without ignoring consequence. And he doesn’t sound intoxicated by speed. He appears concerned with what kind of future emerges, not just how fast it arrives.
In an industry where certainty conveys confidence, humility can be mistaken for hesitation. Yet Amodei’s posture may be precisely what real future-focused leadership looks like: the ability to imagine radically different outcomes and remain grounded in present responsibility.
All evidence indicates that the next ten years will have an outsized impact on the happiness of the human condition for the next thousand years. Artificial intelligence, climate pressure, global fragmentation, and demographic shifts will alter the world we live in.
Given those shifts, our time focus will become far more than a strategic advantage. It’ll be a lifesaver. Or a death sentence. Not just for your family, or for mine, but for many more people for many more years yet to come. Like few moments in history, the choices we make as leaders will have consequences that extend long after we’ve left the seat. Choose wisely.
Dev Patnaik