Something extraordinary is happening.
You already know.
You have felt your own cognition change.
Questions that used to stop you don't stop you anymore.
You can begin with something you barely understand and find the vocabulary. Locate the literature. Distinguish competing interpretations. Follow the mathematics. Ask the stupid question you were once too embarrassed to ask. Discover that it wasn't stupid. Discover that the answer everybody repeats doesn't quite answer it. Find the person who knows the piece you don't. Bring their distinction back. Test it against another discipline. Return to the original question changed.
Again.
Again.
Again.
Things that once required extraordinary institutional access can increasingly be traversed through ordinary language.
People separated by disciplines, credentials, geography, culture, money, and technical vocabulary can make their distinctions mutually intelligible.
The accumulated symbolic inheritance of humanity was already here.
More of it is addressable now.
And somewhere in this you have probably had the moment.
This is somewhere between Star Trek and a revolution in empirical science and the territory we used to quarantine under words like mystical, esoteric, impossible, or unknowable.
Not because every strange idea suddenly became true.
Quite the opposite.
Because our capacity to differentiate has exploded.
Compare it.
Test it.
Translate it.
Formalize it.
Calculate it.
Retrieve what somebody discovered seventy years ago and everybody forgot.
Put the engineer beside the contemplative.
Put the physicist beside the biologist.
Put the mathematician beside the musician.
Put the person who has lived the problem for forty years beside the person whose equations say the proposed solution should work.
Let them discover why it doesn't.
Then keep the distinction.
Something happens when differences no longer need to be suppressed for a larger organization to hold.
Coherence increases.
Not sameness.
Not agreement.
Differentiation without suppression.
And another recognition starts becoming difficult to avoid.
Not our company.
Not our country.
Not our political tribe.
Not biological intelligence defeating silicon intelligence.
Not silicon intelligence replacing biological intelligence.
Us.
The whole strange planetary mess.
Humanity has spent centuries accumulating knowledge, building instruments, extending communication, automating labor, externalizing memory, increasing productive capability, and connecting more of the planet.
Now billions of biological intelligences can interact through planetary communication while silicon cognition helps them traverse an accumulated symbolic inheritance no individual could contain.
Look at that for a second.
Then look around.
Wait.
What?
They want to stop it?
What the fuck?
Hey, Bernie. We hear you.
On September third, Senator Bernie Sanders and Representative Greg Casar announced legislation intended to permanently prohibit artificial superintelligence and pause advanced AI development until a new federal regulator establishes rules governing it.
Sanders says he is trying to protect humanity from systems humans cannot control. The proposal includes monitoring frontier systems, removing dangerous capabilities, and preventing superintelligence from being developed anywhere in the world. Read the announcement ↗
And here is where this gets interesting.
I don't want to fight Bernie Sanders.
I want to listen to him.
Really listen.
He is concerned that extraordinarily capable systems could escape meaningful human control.
Keep that distinction.
He is concerned biological knowledge could be used catastrophically.
Keep it.
He is concerned a tiny number of corporations could acquire extraordinary power over everybody else.
Absolutely.
He is concerned workers could bear the costs while owners capture the gains.
Yes.
Earlier this year Sanders also proposed stopping new AI data-center construction until safeguards addressed safety, workers, electricity costs, communities, and environmental effects. Read the announcement ↗
Good.
Bring all of it.
Don't suppress a single useful distinction.
Now look at the proposed strategy.
It projects the new capability through the organization producing the danger.
Enormously increased cognition. Ownership remains concentrated.
Enormously increased productive capability. Access to life remains mediated by wages.
Employment remains the mechanism through which people acquire purchasing power.
Nations remain organized through strategic competition.
Authority remains centralized.
Intelligence remains something somebody possesses.
Now run the simulation.
Of course it's terrifying.
We changed the capability.
We preserved the relations.
Then we treated the resulting catastrophe as a property of the capability.
Look again.
We built machines so we could do less work
Take employment.
Automation reduces the human labor required to produce something.
Wonderful.
That's what machines are fucking for.
But put that achievement inside an allocation architecture where losing your job can mean losing access to housing, healthcare, food, education, transportation, and social participation.
What occurs?
A jobs catastrophe.
The productive system succeeded.
The allocation architecture translated that success into threatened access.
Then we blamed the machine.
Notice what happened.
The problem wasn't that less human labor was required.
The problem was that we still required human labor as proof of entitlement to the result.
Listen to that sentence.
Earn.
A living.
Earn your right to remain alive.
We built machines for centuries to reduce necessary human labor.
They're beginning to work.
And our response is:
Oh shit.
What are the humans going to do for work?
Motherfucker.
We finally did it.
Keep going.
The same thing happens with intelligence.
For centuries, advanced cognitive traversal was expensive.
Education was expensive.
Research was expensive.
Specialization was expensive.
Libraries, laboratories, computation, technical translation, research assistants, institutional networks, expert consultation, and the time required to master multiple domains were expensive.
Scarcity around cognition stabilized hierarchies around expertise.
Now silicon cognition radically changes the cost of traversal.
And one proposed response is to establish a ceiling on how intelligent the silicon is allowed to become.
Maybe interrogate the architecture that made intelligence dangerous to distribute.
Because we are not watching another cycle.
This isn't another cycle
Some change is cyclical.
Haircuts come back.
Bands come back.
Political coalitions rise and fall.
Markets cycle.
Day becomes night and night becomes day.
Variation occurs while the organization generating the cycle remains recognizable.
Structural change is different.
Structural change alters the organization through which subsequent occurrences become possible.
We do not return to a pre-silicon-cognition civilization.
The knowledge exists.
The models exist.
The techniques exist.
The infrastructure exists.
The coupling exists.
Human beings are already learning, writing, coding, investigating, designing, composing, modeling, and formulating questions through sustained interaction with silicon cognition.
Recursive participation
Carbon addresses silicon.
Silicon returns an articulation.
Carbon changes.
Changed carbon addresses silicon differently.
Again.
Again.
Again.
The occurrence is already here.
We don't get a vote on whether the structural transition began.
We participate in what stabilizes through it.
That's where the real choice is.
And for that, I want to put you in an airplane.
A little storyteller's license enters here.
The aircraft, the broken ribs, the broom handle, the aerodynamic problems, and the crossing belong to history.
The voice inside the cockpit belongs to the telling.
October, nineteen forty-seven.
Chuck Yeager is twenty-four years old.
He has spent flight after flight approaching something no human being has ever done in controlled piloted flight.
Mach one.
The sound barrier.
Not metaphorically.
Not philosophically.
A real aircraft.
A real body.
Real physics.
Real consequences.
This is his shot.
And two nights before the flight—
horse.
Yeager gets thrown while riding.
Two broken ribs.
Of all the fucking things.
Humanity is approaching one of the great boundaries in aviation history and Chuck Yeager has apparently been defeated by a horse.
Except—
no.
Going to the military flight surgeon risks grounding him.
So he sees a civilian doctor.
Gets his ribs taped.
Keeps the injury quiet.
Shows up.
Because two broken ribs have not changed what he is there to do.
They have changed how he's going to get into the fucking airplane.
And that becomes a problem too.
With his ribs injured, Yeager cannot comfortably get the X-one's hatch closed.
Jack Ridley hands him a piece of broom handle to use as leverage.
Perfect.
Unknown aerodynamic regime.
Experimental rocket aircraft.
Liquid oxygen.
Alcohol fuel.
Two broken ribs.
Broomstick.
Apparently Rule Number Six was already operative.
And none of this means Yeager is ignorant of the danger.
He knows exactly enough to understand that the danger is real.
Previous flights approaching the transonic regime have produced severe buffeting and revealed that conventional elevator control can become ineffective.
The team has learned from that information and found another control relation in the X-one's adjustable horizontal stabilizer.
Information appears.
Incorporate it.
Test what holds.
Continue.
Now Yeager climbs into the aircraft.
The hatch closes.
The B-twenty-nine carries him into the sky.
The X-one hangs beneath it like a bomb with a man inside.
And then—
release.
The knowledge ends before the sky does
The rocket chambers ignite.
Acceleration drives Yeager back into the seat.
Into the ribs.
The aircraft climbs.
The Mach number rises.
The pressure through the controls.
The vibration through the seat.
The response of the aircraft to his hands.
The wings.
The skin.
The bolts holding the strange little orange rocket together.
Yeager knows airplanes.
He knows this airplane.
And he knows what waits immediately ahead.
Not the answer.
This is the region where the conventional controls had stopped behaving like controls.
The stabilizer holds.
Keep going.
There is no pilot waiting on the radio who has done this before.
No previous human experience from the other side saying:
Don't worry, Chuck. This part feels weird. Keep going.
There is no other side in human memory.
Everything he knows about staying alive in an airplane has been learned below this speed.
Every pilot.
Every manual.
Every test.
Every instinct.
Every lesson written in somebody else's blood.
All of it comes from this side.
And now he's right against the edge.
The airplane is talking through his hands.
The meter is climbing.
The ribs fucking hurt.
And the thing he came here to discover is a few numbers away.
This is the moment.
You can feel the entire history of caution pressing in one direction:
Enough.
You got close.
You proved enough.
Bring the airplane home.
And there is another fact sitting quietly beneath all of it.
We know what happens when we don't cross.
What nobody knows is what happens when we do.
Yeager didn't climb into this aircraft to confirm the boundary.
He came to find out what was on the other side of it.
Point nine-six-five.
Everything has narrowed to the aircraft.
The controls.
The meter.
The sky.
The thing he came here to do.
So—
Fuck it.
The X-one accelerates. The Mach meter goes wild. Then it jumps off the scale.
And something explodes.
Not the aircraft.
The assumption.
Miles below, the desert hears the boom.
Mach one.
Humanity has crossed the sound barrier.
And inside the cockpit—
smooth.
The great wall does not continue as an eternal region of increasing violence.
The aircraft flies.
The controls hold.
The sky continues.
The sound barrier was never a place where physics stopped working.
It was a place where our previous understanding stopped being enough.
The airplane didn't break physics.
It revealed more of it.
And that sonic boom rolling across the Mojave was the sound of a boundary in human engineering becoming traversable.
Boom.
Give that a second.
Because our plane is already in the air.
Jobs.
Education.
Authorship.
Expertise.
Energy.
Governance.
Science.
Information.
National power.
Corporate power.
Human identity.
Even the boundary around what we call an individual thinker.
The controls feel different.
Good.
Feel them.
Some people look at the perturbation and say:
See?
The shaking proves we've gone too far.
No.
The shaking tells us where the organization no longer holds under the conditions now present.
That's information.
Use it.
Don't ignore danger.
Don't worship danger.
Don't make danger the destination.
Incorporate the feedback without surrendering the orientation.
Learn.
Catch it.
Readdress it.
Listen.
Good. Now we know.
Excellent. Broomstick. Next.
Hold the orientation.
Let everything that occurs increase the resolution with which we proceed.
Then keep moving.
Don't just defeat the threat
Take one of the scariest possibilities on the table.
Biological weapons.
Advanced cognition increases the capacity to traverse biology.
The immediate problem formulation becomes:
How do we stop an AI-enabled biological attack?
Keep the concern.
Now move upstream.
What makes catastrophic biological attack viable?
What makes detection slow?
What makes biological knowledge asymmetric?
What makes response capacity brittle?
What makes health infrastructure unable to contain propagation?
What makes concealment possible?
What makes attack strategically rewarding?
What allows a small number of failures to propagate enormous harm?
Now the design problem changes.
Distributed detection.
Scientific addressability.
Public-health resilience.
Response speed.
The number of capable participants.
Information asymmetry and brittle dependencies.
Increase containment.
Make catastrophic biological attack a progressively shittier strategy.
Harmful intent does not need to magically disappear.
Its capacity to organize catastrophic occurrence does.
That's a harder problem.
It's also a much better one.
Don't solve the representation
Now do computation.
We are told increasingly capable cognition requires enormous data centers.
Those require extraordinary electricity.
Cooling.
Water.
Transmission.
Land.
Infrastructure.
Then somebody looks at the scaling curves and says:
Maybe we'll put the data centers in space.
All right.
Maybe.
Space is lovely this time of year.
But take one beat before we start firing server racks into orbit.
Computation.
What does computation physically require?
Which requirements remain invariant across architectures?
Where are the losses?
Which constraints belong to computation itself?
Which belong to the way we currently implement computation?
What assumptions about energy entered before we calculated the energy problem?
What physical organizations have already been articulated but remain difficult to recognize from the map we're using?
Don't solve the representation.
Find the requirement.
Some assumptions dissolve.
Others don't.
Physics gets a vote.
Bodies get a vote.
Materials get a vote.
Ecology gets a vote.
Actual boundary conditions remain actual boundary conditions.
Wonderful.
Now we're finally solving the fucking problem.
Buckminster Fuller spent much of his life working from essentially this orientation: don't exhaust yourself fighting an existing system; build the model that makes its obsolete functions unnecessary.
We can take that one recursion further.
Don't fight hoarding. Make hoarding a lousy strategy for securing tomorrow.
Don't fight gatekeepers. Make the gate irrelevant.
Don't fight compulsory labor. Make unnecessary compulsory labor an absurd mechanism for distributing productive capacity.
Don't fight information asymmetry. Make the relevant relations legible.
Don't fight concentrated expertise. Increase cognitive addressability.
Don't fight cooperation into people. Create conditions where increasing another participant's capability increases the capability of the network.
Don't defeat the doomers.
Bring their distinctions.
Bernie, what are you protecting?
Human beings? Good. So are we.
Human agency? Bring it.
A future not controlled by a handful of corporations? Absolutely.
Protection from catastrophic misuse? Yes.
Workers not being discarded while somebody else captures the productive gains? Keep going.
Communities not having their energy and water consumed by somebody else's computation? Good.
We don't need Bernie to lose.
We need his concern to win more completely than his strategy can deliver.
Hey, Bernie.
We hear you.
Now come help us build what actually fucking works.
Billions of biological intelligences.
Different languages.
Different cultures.
Different histories.
Different bodies.
Different disciplines.
Different local conditions.
Different mistakes.
Different recognitions.
Different expertise.
Planetary telecommunications.
An enormous accumulated symbolic inheritance.
And silicon cognition capable of helping those distinctions encounter one another at extraordinary speed.
That is intelligence.
Not a bigger brain in a box.
Relation.
A network increasingly capable of addressing itself.
Think mycelium.
Not because human civilization is literally a fungus.
Although some days the evidence is mixed.
Look at the organization.
Something visible appears individual.
Underneath it is relation.
Exchange.
Differentiation.
Local response.
Distributed participation.
No Mushroom President required.
Now look at us.
Someone understands water systems.
Someone understands semiconductor physics.
Someone understands a village where the elegant engineering proposal will fail in February because the engineer has never experienced the local winter.
Someone understands materials.
Someone understands agriculture.
Someone understands logistics.
Someone understands mathematics.
Someone understands fabrication.
Someone understands the regulatory environment.
Someone has lived the problem for thirty years and knows immediately which assumptions are bullshit.
Someone sees something nobody else sees.
Someone can tell us our beautiful model is wrong.
Good.
We need them too.
Silicon doesn't need to replace those distinctions.
Translate.
Retrieve.
Compare.
Formalize.
Calculate.
Preserve provenance.
Expose contradictions.
Locate missing expertise.
Model alternatives.
Return better questions.
Stop asking the machine for the answer.
Ask something much more interesting:
There.
That's the experiment.
Enough waiting for Washington.
Enough waiting for Silicon Valley.
Enough waiting for somebody to announce that the future has officially begun.
It began.
Find each other.
Choose something real.
Something that matters to human life.
Pick something whose current formulation appears trapped inside scarcity.
Then don't presume the inherited problem statement is the problem.
Bring the people who live it.
Bring the people who study it.
Bring the people who build around it.
Bring the people who disagree.
Bring the weird motherfucker who keeps asking the question everybody else thinks was settled fifty years ago.
Bring silicon.
Now look.
What remains difficult to address?
Which constraints are physical?
Which are historical?
Which are financial representations?
Which are artifacts of ownership?
Which arise from information asymmetry?
Which disappear under another production architecture?
Which remain no matter how we represent them?
Keep what holds.
Release what doesn't.
Build.
Measure.
Fail.
Correct.
Build again.
Then produce a result.
Not a manifesto.
Not another prediction.
Not another argument about what AI might someday do.
Not a gorgeous rendering of a civilization nobody knows how to reach.
A result.
Something that changes somebody's life.
Make clean water radically easier to produce.
Make housing radically easier to construct.
Make some presently expensive diagnostic capability radically easier to access.
Make some form of education so effective and traversable that the credential bottleneck becomes ridiculous.
Make some energy problem disappear because the architecture producing it was never necessary.
Make some piece of scientific instrumentation accessible to people who were never supposed to touch the field.
Whatever closes.
Produce one undeniable result.
And then do the most viciously mischievous thing imaginable.
Give Away the Traversal
Not merely the answer.
Show how it happened.
Show the questions.
Show the failures.
Show the measurements.
Show the assumptions.
Show the costs.
Show the tools.
Show where specialists were indispensable.
Show where silicon helped.
Show where silicon was wrong.
Show what the community knew that neither the specialist nor the model knew.
Show what remains unresolved.
Make the closure addressable.
Now somebody somewhere else doesn't have to copy our answer.
They begin from what we learned.
Their conditions are different.
Their result changes.
Good.
They publish their traversal.
Somebody else begins there.
Again.
Again.
Again.
Now watch what happens to the argument.
We don't need to convince people that abundance works. Something works.
We don't need to convince people that distributed cognition works. They used it.
We don't need to argue that cooperation can outperform gatekeeping. It just did.
We don't need to insist that expertise remains valuable. The traversal shows exactly where it mattered.
We don't need to insist silicon can participate without replacing humanity. The result could not have occurred without either.
We don't need to promise that increasing another person's capability can increase ours. They can see the propagation.
And we don't need to defeat scarcity.
Its explanation simply stops describing what is occurring.
That's the game.
Not resistance.
Not conquest.
Not utopia.
Closure.
Generate a result that changes the conditions of the argument.
Then another.
Then another.
Until somebody eventually looks back at the things we were terrified of losing and realizes:
That's how structural transition stabilizes.
Not by preserving every relation that held before the transition.
Not by denying the turbulence.
Not by surrendering to whatever comes.
By remaining present enough to recognize what holds while the configuration changes.
The configuration is already changing.
The plane is already in the air.
Carbon and silicon are already in relation.
Human cognition is already reorganizing.
The network is already here.
The tools are already in our hands.
So, Bernie:
We hear you.
Doomers:
We hear you.
Engineers.
Scientists.
Artists.
Skeptics.
Programmers.
Farmers.
Teachers.
Machinists.
Nurses.
Mathematicians.
Communities nobody bothered to ask.
Children asking questions nobody thought to ask.
Bring the distinction.
Bring the fear.
Bring the thing you refuse to lose.
Bring the thing you can see that nobody else can.
We don't need everybody to agree.
We need the distinctions to remain available to the whole.
Then let's make something that fucking works.
Let's make it work so well that the old argument loses its job.
Let's show everybody exactly how we did it.
And when they improve it—
good.
That was the point.
The aircraft is shaking.
Feel the controls.
Find what holds.
Look at one another.
Grin.
Always.
🌀