If you've read Diamandis this week and Amodei's Machines of Loving Grace, you've now encountered two of the most consequential arguments being made about our moment. They come from different altitudes. But together they're pointing at the same thing.
And almost everyone is missing it.
The conversation consuming most of the oxygen right now is about threat. Jobs, displacement, existential risk. I understand why. Change at this speed is disorienting. But I've spent thirty years at the intersection of technology and business strategy — at Logitech, RAPT, Afero, and CyberProtonics — building companies, closing deals that seemed impossible right up until they weren't. And I want to say something clearly:
The fear narrative is not just wrong. It's dangerous. Because it will cause us to turn away from the most powerful tool for human flourishing that has ever existed.
What Diamandis Actually Said
Diamandis drew a distinction that's worth sitting with: intelligence solves problems. Wisdom tells you which problems to solve — and which solutions will create new ones worse than the original.
His framing of AI forecasting as the birth of computational wisdom is the right frame. Not AI as a faster calculator. AI as a system that has observed more human decisions, and more of their downstream consequences, than any advisor, elder, or institution in history. One that can now test interventions — in medicine, in policy, in business — in simulation before we run them in the real world.
"What if the most important thing AI gives us isn't speed or productivity? What if it's the ability to see around corners?"
That question deserves a serious answer. Here's mine: it's both. And the combination is about to compound in ways we don't have good models for yet.
What Amodei Actually Said
Amodei's argument in Machines of Loving Grace is structurally different from most AI optimism. He's not talking about productivity gains. He's talking about the compression of time itself.
"My basic prediction is that AI-enabled biology and medicine will allow us to compress the progress that human biologists would have achieved over the next 50–100 years into 5–10 years."
He calls it the "compressed 21st century." The mechanism is multiplicative, not additive. Instead of a few hundred researchers working on cancer, you have millions of AI researchers — each working at superhuman speed, designing experiments, analyzing results, generating hypotheses in parallel. The constraint was never human ambition. It was human bandwidth.
By February 2026, Amodei told Dwarkesh Patel he was 90% confident that within ten years we would have what he calls "a country of geniuses in a data center" — AI systems performing scientific research at Nobel laureate level, simultaneously, across biology, mathematics, engineering, and more.
Most people read this and feel the disorientation of the scale. I read it and feel the shape of the opportunity.
The Compounding Nobody Is Modeling
Here's what I think is missing from both pieces — and what the fear narrative misses entirely.
I wrote in February about what I called the compounding nobody is talking about — the structural case that AI doesn't just improve individual sectors but accelerates the rate of improvement across all of them simultaneously: medicine compressing decades of drug discovery, education finally breaking the one-size-fits-all constraint, business moving from quarterly intuition to real-time decision intelligence.
That piece was about the breadth of the opportunity. What Diamandis and Amodei are now describing is the mechanism that ties it together.
The missing link is wisdom — the ability to not just move faster, but to choose better. Global GDP has grown at roughly 3% annually for most of modern economic history. That rate reflects human ingenuity at human speed, limited by human bandwidth. What happens when you add the ability to simulate consequences before you live them? To test a thousand interventions before you run a single one? To draw on the full observable record of what has worked and what has failed?
The optimistic case isn't just faster growth. It's a different kind of growth — one where better decisions compound on top of each other. Where a founding team in Lagos or Lima or Louisville has access to the same quality of strategic judgment that once required a $50 million consulting engagement.
Compounding works quietly and then all at once. The February thesis was about the breadth. This is about the depth. And depth is what turns a productivity story into a civilizational one.
The Democratization of Wisdom
This is what gets lost in the fear conversation, and I think it matters most.
Wisdom has always been scarce. Access to great strategic judgment has always been a function of resources, relationships, and decades of lived experience. If you're a Fortune 500 company, you hire the best advisors. If you're a mid-market business trying to figure out your next move, you often fly blind.
AI changes the distribution of wisdom entirely. Not by replacing human judgment — but by extending it to everyone who didn't have access before. The founder with a great idea in an underserved market. The operator making a capital allocation decision without a CFO. The researcher without a hundred-person lab.
Diamandis is right that the hardest part of a moonshot is rarely the technical solution. It's knowing which approach won't backfire. It's the judgment call you get from watching a hundred teams try and fail. For the first time, we're building systems that have watched all of them.
What I'm Asking You to Do
Stop consuming the fear narrative. Not because the transition challenges aren't real — some of them are — but because fear is not a strategy. And it will cause you to arrive late to the most important shift in human history.
Start treating AI as your strategic partner. Not a tool. Not a threat. A partner that has done the homework, run the simulations, and shows up ready to help you make a better call than you could have made alone.
If you run a business, demand that your major decisions be stress-tested against simulated futures.
If you're a founder, ask yourself which of your assumptions have never been pressure-tested by anything more rigorous than your own conviction. That gap is now closable.
And if you're feeling the anxiety this moment carries — I understand it. But anxiety and action can coexist. The people who will define the next decade are the ones who choose to engage, not retreat.
Related Reading
- The Compounding Nobody Is Talking About — the structural case for how AI changes the underlying rate of human progress across medicine, education, and business
- The Clock Was Already Running — gifts have to be received responsibly: the security obligations that come with AI's extraordinary capability
- Every Company Is a Growth Company Now — how the democratization of AI wisdom is already changing the competitive landscape for businesses of every size