The study of the inner workings of the human mind and the underlying cognitive mechanisms behind every interaction humans have with AI systems.
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.
Systematic research proving that human nuance can be amplified through frontier AI rather than averaged out.
"These experiments revealed something no one is talking about: the way we communicate with AI is through a 56k modem. Our minds hold terabytes of creative worlds, but we transmit them through text."
Fall 2022. Genres merging. Architecture and cars. Floor plans and tribal masks. The spaces between disciplines collapsing. Not one step at a time at human speed — a million steps at a time.
A high-fidelity stress test of the methodology. A computer gaming mouse designed within a 9-minute drive from the supermarket to home.
"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
Grounding theory in high-stakes physical reality. Transforming how humans and machines think together at scale.
Closing the sensory loop between human and machine. AI reads micro-movements. Responds through haptics. Intelligence moving from the screen into everything we touch.
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.