Don’t Regulate. Deviate⚙️Kairos World opening note
“Regulate” is everywhere right now. And sure — regulation is real.
But the word quietly installs two assumptions into your operating system:
There is a correct baseline.
Regularity / sameness is the goal.
Which is… a bold claim for a species running 8 billion different hardware builds.
For a lot of people, “return to baseline” isn’t even the right target. Because baseline is not a home address — it’s a moving coordinate.
There are countless variables we’re still not accounting for:
▪️unmapped variations of neurodivergence (and deeper refinements of existing definitions)
▪️non-normative circadian rhythms (late chronotypes / delayed phase / offset clocks)
▪️non-modular cognition that never truly idles, only changes channels
▪️chronic illness that permanently alters capacity and baseline
▪️sensory profiles that make “ordinary life” a high-load environment
▪️language-processing differences (e.g., GLP / gestalt language processing—chunk-first language patterns)
Etc.
So instead of “regulate,” I prefer neutral words that don’t smuggle in a moral ideal:
shift / modulate / oscillate / fluctuate / upshift / downshift.
Not because calm is bad — but because calm is not the telos.
Calm is just one gear.
⚙️
The intensity problem (aka: the map is wrong)
Some neurotypes don’t stabilize through quiet.
They stabilize through voltage.
Attention can become coherent through stimulation.
The system can settle through rhythm.
“Downshift” doesn’t always mean less — sometimes it means:
more signal, less noise.
The research problem (aka: waiting is not a plan)
In a perfect world, we would test every variable properly.
In this world?
Some configurations are under-researched, misclassified, or simply not funded because they’re not profitable, not legible, or not considered “standard.”
So people end up trapped in this loop:
“This mainstream method didn’t work for me…
therefore I’m broken.”
No. That conclusion is a software error.
If the standard settings don’t work, it doesn’t mean you’re doomed.
It means you’re operating outside the assumptions the standard was built for.
What I’m building: phenomenological engineering
My approach isn’t to moralize states.
It’s to build interfaces that start from lived data.
I’m calling it phenomenological engineering:
a design approach where tools begin with felt sense, remain neutral about intensity, and prioritize coherence over compliance.Over time, this should produce something the current wellness language often fails to provide:
A map that can hold real variation — without forcing every system into the same baseline.
Over time, this can generate a database of repeated, structured observations: what states people were in, what shifts they attempted, and what outcomes followed. It won’t replace formal science—but it can produce something science often lacks at the start: a map of real variation. If the patterns replicate across enough unique interfaces, it becomes empirical signal: not ideology, not anecdote—data that can be tested, refined, and eventually formalized.
What this looks like as apps
Kairos World isn’t one app. It’s a design paradigm.
So when I say “SHIFT,” I don’t just mean a concept.
I mean: this is how the interface should talk to you.
For example, a Kairos World somatic app wouldn’t open with a moral question like:
“How are you feeling today?”
It would open like a control panel.
SHIFT:
UPSHIFT (↑)
DOWNSHIFT (↓)
PURPOSE:
SLEEP
WORK
CREATE
REDUCE OVERWHELM ASAP
Then:
Sequence compiling…
Because the goal isn’t “be calm forever.”
The goal is: support state-change without shame, moralization, or inherited assumptions that may have been wrong in the first place. Work bottom-up from each unique interface. Provide a neutral container for experimentation—one that doesn’t accidentally drown out the body’s signal.
Regulation assumes a single home.
Modulation assumes a changing landscape.
Welcome to Kairos World.




Cool lens, I’m interested in the exact same stuff in collective / sociotechnic contexts