Cognitive Architecture Lab
The Physics of IntentThe study of the inner workings of the human mind and the underlying cognitive mechanisms behind every interaction humans have with AI systems — the first and last millimeter between human cognition and the machine.
We are space-jumping across the entire toolbox — software, product design, industrial design, art, engineering, architecture
This is not one step at a time at human speed — this is a million steps at a time
We are space-jumping across the entire toolbox — software, product design, industrial design, art, engineering, architecture
This is not one step at a time at human speed — this is a million steps at a time
Field Definition
Where intent happens before words or actions form in the mind. The pre-linguistic space where creative direction exists before it has language.
Cognitive Architecture operates at the gap between thought and expression — the first and last millimeter between human cognition and the machine.
That layer barely exists. We are building it.
The Evidence
Fall 2022. Tears in my eyes within the first hour. Something was being born. Genres were merging. Architecture and cars. Floor plans and tribal masks. The spaces between disciplines were collapsing.
"These experiments revealed something no one is talking about: the way we communicate with AI is through a 56k modem."
The Protocol
Everyone talks about co-creation, but co-creation is the outcome. What enables it is co-cognition: how you actually think with artificial intelligence.
For 2.6 million years, every tool demanded we adapt to it. Rock, violin, car. Learn its language or fail. Now we have a tool that learns us back.
Our minds hold terabytes of creative worlds, but we transmit them through the bottleneck of text. An image is a thousand words.
The real challenge is not inside the model. It is in the first and last millimeter between human cognition and the machine. That layer barely exists.
Without intent, infinite capability becomes infinite nothing. Critical Thinking must come before Critical Doing. Zero barrier to entry, so we rush to doing.
"The shift to visual synthesis opened entirely new forms of originality — things neither human nor machine could achieve alone."
Compression Analysis
Is it possible to design a well-defined product concept in less than 10 minutes — the time it takes to drive from the neighborhood grocery store to home? A computer gaming mouse, from intent to artifact, while driving (do not try this at home!). February 2023. The result was much more than I expected.
This is the compression: thought to reality, intent to tangible form. As a trained designer, you imagine, sketch, CAD, machine, test, loop — weeks or months. Now? A single session. That is Exponential Design.
"For the first time in history, the challenge is not learning the tool. It is training our minds to think alongside it."
— Discovery from 30,000+ experiments
Comprehension
Your biological hardware, running on a few watts, does something no AI can: it synchronizes with other living beings. The grandmother's uncertainty, the dog's pain, your friend's rhythm.
Your mind creates a shared cognitive space with other consciousness. AI cannot do this. So what does it do?
It averages. It flattens. It collapses creativity toward the statistical mean.
"We do not need to protect ourselves from AI. We need to project ourselves through it."
Nature does not optimize for perfection. It optimizes for purpose. The crooked tree, beaten by wind, scarred by storms, is often the most beautiful one. It tells a story of survival.
Not every flaw is perfect. Bad flaws hold us back. Perfect Flaws are the unique ways we process that lead to original work. The inefficiencies that become breakthroughs.
Your perspective on what needs to exist, based on your entire lived experience. No one can copy it. Without preserving it during co-cognition, the real and the fake become indistinguishable.
"Know yourself first. If you do not know what makes you unique, AI will average it away."
Physicality
The real challenge is not inside the model. It is in the gap between human cognition and the machine. That layer barely exists. We need to build it.
Intelligence moving from the screen into everything we touch. Closing the sensory loop between human and machine. AI reads micro-movements. Responds through haptics.
Sensory ComputingResearch applied to 250 designers across global studios. Systematic protocols for transmitting human creative fingerprints through AI rather than averaging them away.
250 DesignersLeading design at Cerebras since 2017. Shaping the physical architecture of the supercomputers powering today's frontier models.
Since 2017Open protocols for creators to maintain authentic voice across AI-assisted work. Encoding individual creative identity without losing its authenticity.
copyself.xyzNo pings. No digital tap on the shoulder demanding your attention. Just quiet experience that serves without interrupting. Shaped to your cognitive style. Growing more valuable as it ages. Preserving your one-of-a-kind human imperfection.