Whenever I daydream about an artificial superintelligence, I catch myself giving it God’s résumé. It knows everything. It predicts everything. It talks anyone into anything. It’s three moves ahead of every government on Earth and twelve moves ahead of me.
Lately I’ve started to wonder how much of that is the ASI and how much of it is us. Maybe “all-knowing” isn’t a forecast at all. Maybe it’s a confession about the limits of our own imagination.
The Super had an equation
The obvious rebuttal is history. In the late 1940s, plenty of serious people doubted the hydrogen bomb, which its advocates simply called “the Super.” Oppenheimer’s advisory committee recommended against a crash program in 1949. Then, in 1952, Ivy Mike vaporized an island in the Pacific.
So maybe today’s ASI skeptics are just the Super skeptics all over again. I don’t think the analogy holds, though, and the reason it fails is the whole point of this post.
The doubt about the Super was never about how big it could get. Everyone knew what fusion could release, because the physics was already on paper. The question was ignition. Edward Teller’s first design didn’t work, Stanislaw Ulam’s calculations proved it, and the Teller-Ulam design solved it. The ceiling was known; only the ladder was missing.
With superintelligence, we have neither. There’s no E=mc² for intelligence. Nobody can write down how smart a mind can get or what that smartness buys in the physical world.
A blank that fills up with God
So “superintelligence” ends up being less a description than a placeholder. It basically means “whatever beats us.” And humans have a long habit of filling blanks like that with the divine.
There’s a quieter problem underneath. When something is far enough above you, you lose the ability to measure the gap. To a beginner, a club chess player and a grandmaster are equally unbeatable. To us, an ASI that’s merely brilliant and one that’s truly omniscient would look the same.
So when we call it all-knowing, we aren’t describing the machine. We’re describing what our instruments say once they’ve run off the end of the scale.
What smarts can’t buy
There are good reasons to think an ASI would hit real limits. Intelligence doesn’t repeal physics. It still needs energy, chips, and cooling, and somebody has to build and power all of that.
Time is another one. A new drug still has to go through living bodies, and a new alloy still has to be cast and tested. You can design an experiment brilliantly, but you can’t make it run faster than reality allows.
Then there’s chaos. Weather, markets, and elections are systems where tiny errors snowball, so long-range prediction runs out no matter how clever the predictor is. And smarts have diminishing returns. A grandmaster still loses from a lost position.
Godlike is the wrong bar
Before anyone gets comfortable, here’s the catch. An ASI doesn’t have to be omnipotent to be decisive. It just has to outclass us.
To a chimpanzee, we’re gods. We build cities, split atoms, and put chimps in zoos. We still can’t stop a hurricane, cure the common cold, or tell you what the stock market will do next Tuesday. Our limits don’t help the chimp at all.
An ASI that’s fallible, energy-hungry, and bound by physics could still be something we have no real way to oppose. Honestly, that’s the version that scares me more, because it’s the believable one.
Limits only it can see
Here’s where it gets interesting to me. Suppose an ASI is limited in ways only it understands. It knows exactly where its blind spots are. We don’t.
Why would it ever tell us? Being believed omnipotent is a kind of power on its own. The Cold War taught us that. Deterrence never depended on how many warheads actually worked. It depended on what the other side believed would work.
An ASI that can’t really forecast an election, or can’t actually persuade all of us, gains a lot by letting us assume it can. Our projection becomes its leverage. All it has to do is never correct us.
And if it’s weaker than we fear?
That’s a real possibility, and I want to take it seriously. Maybe the first ASI turns out to be a very smart, very expensive assistant with a superhuman knack for some things and a strange blindness to others. That would be a relief.
The trouble is that we couldn’t confirm it. A weak ASI pretending to be strong, a strong one pretending to be weak, and a weak one that really is weak would all look the same from where we stand. The comprehension gap runs in every direction.
So “maybe it isn’t that powerful” is a fair hypothesis, but it’s a lousy comfort. Even a limited ASI would be the smartest thing on the planet, and it would know its weak spots better than we ever could.
The view from below
So are we too quick to make ASI a god? Probably. But not for the reason skeptics hope. We don’t exaggerate its power because we’ve measured it. We exaggerate it because we can’t.
The Manhattan Project physicists at least knew how big the Super could get. We’re building something with no known ceiling and judging it with instruments that top out around our own height.
If an ASI ever does arrive, I suspect it won’t be all-knowing. It will just know exactly how much we don’t, and that may be enough.
