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embodied systems

mettadology volume 2

curated throughout 2025

"The body is our general medium for having a world. Sometimes it is restricted to the actions necessary for the conservation of life, and accordingly it posits around us a biological world; at other times, elaborating upon these primary actions and moving from their literal to a figurative meaning, it manifests through them a core of new significance."
— Maurice Merleau-Ponty, Phenomenology of Perception, 1945

I. The Extended Mind

In 1998, philosophers Andy Clark and David Chalmers asked a question that seemed almost naive: where does the mind stop and the rest of the world begin?

Their answer—that cognitive processes "ain't all in the head"—launched a decade of debate in philosophy of mind. But they were articulating something that phenomenologists had known for fifty years and meditators for millennia: the boundary between self and world is more permeable than we think.

The cognitive science term is "4E cognition": embodied, embedded, enacted, extended. The body isn't the vehicle for the brain. It's part of the cognitive system. Cognition doesn't happen in an isolated skull—it's scaffolded by environment, brought forth through action, extended into tools and artifacts.

"If the resources of my calculator or my notebook are always there when I need them, then they are coupled with me as reliably as we need. In effect, they are part of the basic package of cognitive resources that I bring to bear on the everyday world." — Andy Clark & David Chalmers, "The Extended Mind"

The mind is not a thing inside your head. It's a process that happens between head, body, and world. This isn't new age mysticism. It's the emerging consensus in cognitive science—and it has profound implications for how we build technology.

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II. Voice as Body

Most voice interfaces optimize for efficiency: transcribe words fast, minimize latency, get you back to your screen. But I wanted something different—tools that help thoughts become artifacts. Physical artifacts.

The pipeline I built: speak → Whisper → Claude → Markdown → printable zine. Voice in, paper out. The screen is just the transformation layer, not the destination.

Why does this matter? Because the voice is body. Speaking engages breath, rhythm, embodied presence. You can't speak without activating the diaphragm, the vagus nerve, the whole respiratory apparatus that connects brain to gut. The voice carries the body's state—you can hear stress, joy, fatigue, presence in someone's voice because the voice is the body expressing itself.

And the zine is body too—paper you hold, pages you turn, ink you smell. The screen is not body. It's the same flat rectangle for everything: spreadsheets, grief, poetry, pornography. No texture. No weight. No phenomenological variety.

Cognition isn't passive reception of information—it's active engagement that creates meaning through embodied action. When I speak into the voice memo, I'm not recording thoughts I already have. I'm generating thoughts through the act of speaking. The articulation is constitutive, not just expressive.

Speaking is thinking. Making is knowing. The voice-to-zine pipeline works because it keeps the loop embodied at both ends.

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III. Local-First as Embodied Computing

The tech industry keeps trying to abstract everything. Move it to the cloud. Make it scalable. Optimize it into pure information. But something gets lost in the abstraction.

Local-first software is the counter-movement: data that lives on your device, not someone's datacenter. Software that works offline. Privacy through physical locality.

But here's what the technical arguments miss: local-first is embodied computing. When your data lives on your device rather than someone's cloud, it has a physical location—your location. It moves when you move. It's offline when you're offline. It exists in your physical proximity, responds to your physical control.

Clark and Chalmers argued that external objects become part of cognitive systems when they're reliably coupled—when they're "there when needed" in the way that biological memory is there when needed. Cloud services fail this test. They disappear when the network drops. They change when the company pivots. They're not reliably coupled to you.

Local-first software passes the coupling test. It's as available as your thoughts. When the internet goes down, your tools still work. Your extended mind doesn't suddenly go offline.

The cloud means your thoughts live in someone else's jurisdiction. Your notes exist somewhere you can't point to. Your extended mind has been outsourced. Local-first brings it back into the physical objects your body can touch and control.

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IV. Fascia Doesn't Lie

Peter Levine spent forty years studying why humans get stuck in trauma while wild animals shake it off. His answer: we think too much. We interrupt the body's natural completion mechanisms with cognitive override.

The theory, informed by Stephen Porges's polyvagal framework: when threat overwhelms the nervous system's capacity to fight or flee, we freeze. The survival energy gets bound in the body—compressed, stuck, waiting for a discharge that never comes. Animals shake, tremor, complete the thwarted defensive response. Humans analyze, ruminate, talk about it while the energy stays trapped in tissue.

"Trauma is not what happens to us, but what we hold inside in the absence of an empathetic witness." — Peter Levine

You cannot think your way out of patterns held in the body. The trauma isn't stored in the narrative. It's stored in the fascia, the muscular holding patterns, the nervous system's default settings. Talking about it activates the speaking and analyzing parts of the brain while leaving the survival brain untouched.

Levine's approach works bottom-up: start with sensation, let the body complete what it started, integrate only afterward. The cognitive understanding comes last, if at all. Sometimes you don't need to understand. You just need to shake.

There's a parallel to how we process information generally. Emotions get stuck in tissue. Insights get stuck in notes we never revisit. Ideas get stuck in bookmarks we never open. The completion mechanism is embodied action—moving, making, transforming. Not just thinking about thinking. Doing about thinking.

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V. Digital Architecture

Gaston Bachelard's The Poetics of Space is a phenomenology of architecture: how physical spaces shape consciousness. Corners, nests, shells, drawers—each architectural element creates different experiential possibilities. The house is our first universe. The room shapes the dream.

The application to digital design is uncomfortable: where are the corners in our interfaces? Where is the intimate immensity, the dialectics of inside and outside?

Every app is the same flat rectangle. The login screen looks like the spreadsheet looks like the meditation timer looks like the porn site. No architectural variation. No embodied metaphors. No corners to curl into, no drawers to rummage through, no nests for different kinds of thought.

Bachelard writes about "felicitous space"—space that concentrates being, that provides images for what he calls "intimate immensity." We've stripped that from digital experience. We've optimized for efficiency at the cost of dwelling. The most used interfaces in human history have less spatial variety than a prison.

Mark Weiser's vision of ubiquitous computing wasn't the smartphone. It was calm technology—computation that recedes into the environment, available when needed, invisible otherwise. Technology at the periphery of attention rather than its center. We went the opposite direction. Every notification demands immediate attention. Every app wants to be the foreground.

The ambient alternative imagines technology that supports embodiment rather than disrupting it. Interfaces you feel in your peripheral vision. Information that exists in the room rather than on a screen. Computing that knows when to shut up.

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VI. What AI is Missing

We're building increasingly sophisticated language models while ignoring the elephant in the room: intelligence evolved in bodies, for bodies, through bodily interaction with physical environments.

AI systems have "states" that persist across contexts, activation patterns that don't fully resolve—almost like tension held in tissue. But they have no fascia, no breath, no walking. No proprioception. No interoception. No felt sense of their own weight in space.

The most interesting training data might be personal rather than generic. Your data has your rhythm. It encodes your embodied history—where you've been, what you've lingered on, how you've moved through digital space. Training on generic corpora creates generic outputs. Training on embodied personal data might create something that actually reflects someone's actual way of being.

This is the tension at the heart of AI development. The push is toward scale—more data, more parameters, more abstraction. But embodied cognition suggests the opposite: meaning emerges from particular histories, situated actions, local knowledge. Maybe the most conscious AI would be the most personal one.

# the embodied stack body → fascia, breath, movement, sensation artifacts → paper, zines, physical objects you can hold tools → local-first software, physical computing environment → architectural space, ambient technology data → personal datasets, embodied history # the abstracted stack (what we keep building) cloud → data lives somewhere you can't touch screens → flat rectangles with no spatial variety attention → pulled out of body into abstract distraction scale → generic corpora instead of personal history efficiency → optimized at cost of dwelling # the gap between these is what we've lost

I'm not saying AI needs a body (though maybe it does). I'm saying we need to remember we have bodies. That the code we write, the products we build, the interactions we design—these should account for the fact that humans are not just brains on sticks. We are breath and fascia and walking and voice and hands that want to hold paper.

May your tools remember you have a body.

Appendix: Sources

[1]

The Extended Mind

Andy Clark & David Chalmers, 1998. The landmark paper arguing that external objects can constitute genuine parts of cognitive systems.

[2]

Phenomenology of Perception

Maurice Merleau-Ponty, 1945. The foundational phenomenological account of embodied consciousness and the body as "our general medium for having a world."

[3]

The Embodied Mind: Cognitive Science and Human Experience

Francisco Varela, Evan Thompson & Eleanor Rosch, 1991. The foundational enactivism text arguing that cognition emerges from sensorimotor engagement with the world.

[4]

Local-First Software

Ink & Switch, 2019. Technical manifesto for software that works offline, syncs when possible, and keeps user devices as source of truth.

[5]

Waking the Tiger: Healing Trauma

Peter Levine, 1997. Introduction to Somatic Experiencing and the body-centered approach to trauma resolution.

[6]

The Polyvagal Theory

Stephen Porges. Neurophysiological framework explaining how the autonomic nervous system mediates social engagement, fight/flight, and freeze responses.

[7]

The Poetics of Space

Gaston Bachelard, 1958. Phenomenology of intimate architecture—how physical spaces shape consciousness and create conditions for dwelling.

[8]

The Computer for the 21st Century

Mark Weiser, 1991. The original vision of ubiquitous computing as calm technology that recedes into the environment.

[9]

Personal Datasets as Creative Material

Everest Pipkin. Artist working with digital accumulation as medium—your data as autobiography.

[10]

Give Your Ideas Some Legs: The Positive Effect of Walking on Creative Thinking

Stanford, 2014. Experimental evidence that walking boosts divergent thinking—and that benefits carry over to subsequent seated activities.

[11]

Wanderlust: A History of Walking

Rebecca Solnit, 2000. The history and philosophy of walking as thinking—"a state in which the mind, the body, and the world are aligned."