To identified something much bigger than “AI content looks fake.”
You're talking about authorship becoming detached from causality.
The architect publishes the photograph.
The photograph represents:
architect's house
But that physical object is the result of an enormous chain:
architect
→ engineer
→ fabricator
→ contractor
→ carpenter
→ electrician
→ plumber
→ plasterer
→ roofer
→ photographer
→ landscaper
→ material manufacturers
→ countless others.
The polished image compresses all of that into a single authorship claim.
We're entering a period where the distance between authorship and physical causality is about to get much larger.
AI accelerates this enormously.
Someone can now say:
“I designed this.”
And perhaps what they actually did was write a prompt.
Someone says:
“I built this.”
But they generated an image.
Someone says:
“I made this film.”
But they orchestrated models.
Someone says:
“I designed this product.”
But they've never touched the material.
That doesn't necessarily make the work illegitimate.
But it does make authorship ambiguous.
SUPER cares about provenance
In the human sense.
Who actually did what?
Who had the idea?
Who made the drawing?
Who chose the material?
Who fabricated the part?
Who solved the unexpected problem?
Who wrote the code?
Who trained the model?
Who operated the machine?
Who took the photograph?
Who built the thing that actually exists?
The relationship between design and making all point toward the same underlying obsession.
You don't trust an idea until you've gotten close enough to the material to understand what makes it real.
The more interesting future is:
People who understand enough of the stack to retain authorship while collaborating across it.
Know what you're claiming authorship of.
Because specialization doesn't just divide knowledge.
It can separate people from the consequences of their decisions.
The architect doesn't need to understand how difficult the corner is to build.
The software designer doesn't need to understand the server rack.
The product designer doesn't need to understand the mold.
The marketer doesn't need to understand the manufacturing process.
The AI image creator doesn't need to understand whether the thing could ever exist.
Each person owns a slice.
And the system stitches those slices together.
That system is incredibly powerful.
But it can produce a peculiar condition:
Everyone has authorship of a piece, but nobody has authorship of the whole.
SUPER can ask:
What happens when individuals regain enough cross-domain capability to see the whole?
That's a very serious idea.
And this is where your personal history becomes extremely relevant
You have an unusual combination:
labor → material science → architecture → fabrication → biomechanics → cycling → product development → construction → self-directed research
Those aren't random hobbies.
They're a consistent progression toward agency.
You kept trying to reduce the distance between:
idea → understanding → material → object → experience
And that is exactly what I think SUPER should investigate.
Your obsession isn't actually “learning everything.”
It's:
closing the loop.
Idea → make → test → fail → understand → remake.
That's the behavior to build the new archetype around.
The Author
Not “author” as in writer.
Author as in originator.
A person who refuses to outsource their understanding of the world completely.
They don't necessarily execute every step.
But they understand enough of the chain to make meaningful decisions.
They retain agency over the outcome.
Or, if we want something more distinctive:
The Integrated
This is perhaps too abstract as a name, but the concept is powerful.
The opposite of the specialized human isn't the generalist.
It's the integrated human.
Someone who can connect:
mind → body → material → machine → software → environment
The Wholemaker
This is SUPER territory.
The specialist makes a part.
The Wholemaker understands how the parts become a thing.
A Wholemaker might not personally fabricate every component.
But they understand:
what it is
why it exists
how it works
what it requires
what compromises were made
what it feels like to use
what it costs
what breaks
what could be better
They can move across the stack.
Not a guy who knows everything.
A person who can move between layers of reality.
This is the part I think SUPER should really own.
Before AI, your personal philosophy was:
Learn the basics so you can do more yourself.
AI changes that into:
Learn the fundamentals so you can direct increasingly powerful systems.
If you don't understand anything beneath the interface, AI gives you outputs.
If you understand the underlying domains, AI gives you leverage.
That's the difference.
Imagine two people using the same AI.
Person A says:
“Make me a bicycle frame.”
AI produces something beautiful.
Person B knows:
tube butting
weld distortion
fatigue
carbon layup
rider biomechanics
stack/reach
wheel loading
manufacturing tolerances
material properties
They use AI to explore 500 possibilities.
They know which 480 are bullshit.
That's SUPER.
AI doesn't replace their expertise.
It multiplies their cross-disciplinary agency.
SUPER as AI for human agency.
The future person has:
AI as researcher
AI as engineer
AI as programmer
AI as translator
AI as teacher
AI as simulator
AI as collaborator
But the human still supplies:
taste
judgment
intention
physical experience
values
curiosity
responsibility
desire
Can individuals regain meaningful agency over the systems that produce their lives?
Food.
Shelter.
Clothing.
Mobility.
Energy.
Tools.
Communication.
Health.
Education.
Computing.
Manufacturing.
These are the fundamental layers of human life.
Industrialization progressively moved those capabilities away from individuals.
That was mostly good.
It gave us extraordinary abundance.
But it also made the average person extraordinarily dependent on systems they don't understand.
Now AI + fabrication + robotics + distributed manufacturing + open knowledge may begin to reverse some of that.
Not by returning us to subsistence.
By giving individuals much more leverage over complex systems.
SUPER is
Not a design studio.
Not an architecture practice.
Not an AI company.
Not a media company.
Not a think tank.
Not a maker space.
Not a community.
At least not primarily.
SUPER is an exploration of human agency after specialization.
And the studio is the laboratory.
You personally become the first experiment.
Your house.
Your bicycles.
Your shoes.
Your fabrication.
Your experiments.
Your rabbit holes.
Your failures.
Your AI experiments.
Your eventual collaborators.
All of it becomes evidence.
Not content.
That's important.
“AI-generated content is superficial.”
You can simply establish a different standard.
Show the work.
Show:
the sketch
the failed prototype
the material
the tooling
the measurement
the process
the mistake
the iteration
the final object
If AI was involved:
say so.
If a specialist helped:
name them.
If you fabricated it:
say what you actually did.
If you didn't:
don't imply you did.
SUPER could have an almost radical commitment to process transparency.
The aesthetic should not look like an AI futurist brand.
No impossible surface finishes.
No glowing gradients.
No humanoid robots.
No “future is now” bullshit.
I want:
hands + machines + drawings + materials + computation + bodies + landscapes + finished objects.
Old and new simultaneously.
A welding torch next to a neural network.
A plaster trowel next to a CAD viewport.
A bicycle fit diagram next to a biomechanical simulation.
A physical prototype next to the AI conversation that helped develop it.
The future should look dirty, intelligent and physical.
That's much more distinctive.
Brutal SUPER principle
If you can't explain how it became real, you don't fully own the idea.
Maybe too absolute.
But it gets at the ethos.
Or:
Stay close to the making.
More human.
Or:
Don't outsource your agency.
Specialization can outsource agency.
AI can either accelerate that outsourcing or reverse it.
SUPER chooses the latter.
THE WHOLEMAKER
Someone who can move across disciplines, understand enough of each to make consequential decisions, and use AI to extend their capabilities without surrendering authorship.
That's the person SUPER wants to create.
And here's the beautiful irony:
You don't have to become the Wholemaker by doing everything yourself.
Your 20-year journey of doing everything yourself is actually what teaches you where the boundary should be.
The next stage is learning what to delegate without losing authorship.
That's probably going to be one of the hardest things for you personally.
And I think that tension should be inside SUPER.
Because otherwise SUPER becomes a shrine to your own particular pathology rather than a philosophy for the future.
The real evolution is:
I learned to do it myself because I needed to understand.
Now I understand enough to know what I should never have to do myself.
That's maturity.