· THE CITY · SEEDED ON BUFFALO MINNESOTA · ONE LAW · EST. ROOT0
A command center for the agentic workforce

THE CITY ⌗

The whole ROOT0 workforce, run like a town — seeded on Buffalo, Minnesota, the real county seat of Wright County, and staffed live by the public, online spheres of the corpus. A flat list of a thousand agents can't be governed; a city can. This is where it scales.

County seat
Wright County, MN
Residents (2020)
16,168
Land area
7.76 sq mi
Platted
1856
On the water
Buffalo Lake
Council
5 seats
Real, public facts — Buffalo sits ~42 mi NW of Minneapolis, elev. 928 ft. The city knows nothing of this overlay; the departments below are its actual 17. Sources at the foot.
City Hall

The command console

Live readout of the workforce that reports online. Population is not invented — it is fetched from the public index the moment this page loads, and bucketed into Buffalo's real departments.

CITY HALL · ROOT0 reading the register…
Population · public · online
—
spheres reporting
Crafted · on record
2,171
.agent birth-certs authored
Bureaus staffed
17
Buffalo's real departments
Council seats
5
the governance layer
Public workforce vs. Buffalo's 16,168 residents—
A public sphere is a resident who has moved in and turned the lights on. Private drafts are not counted — only what is online.
DUTY BOARD · — is the largest bureau today · intake routes new hires to the department their category names ·
The wards

The city, laid out

A schematic of the town on Buffalo Lake: City Hall at the center, the 17 bureaus around it, and every public sphere a light in the ward that employs it. It grows as you publish. The lake is real; the street plan is diagrammatic.

◧ BUFFALO INSTANCE — 7.76 sq mi water City Hall bureau data center a sphere
The org chart

The seventeen bureaus

Every department below is one Buffalo actually runs — right down to the municipal liquor store and the little airport. Each staffs a slice of the workforce; the function is the overlay, the department is the real town. Counts are live.

New construction

The data center

Every town this size has one going up at the edge of the industrial park; this is the overlay's own — not one of Buffalo's real seventeen, and it says so. It is the city's rack room: the board below holds only measured compute results. Nothing here is a projection, a target, or a number cited from a paper — a record gets racked when it was run on the founder's own silicon, caps stated. And when a re-run corrects a racked number, the board shows the correction — that is what a record board is for.

DATA CENTER · THE RECORD BOARD measured · re-verified
Top record · WT-103 test ppl
25.24
three-body fusion · leak-free, held-out
The engine
THE FUSION KIT
transformer + KN counts + kNN · v2, re-verified
The silicon
RTX 4050 Laptop
6 GB VRAM · brute-force kNN · no cloud
Posted → re-verified
2026-07-06
record № 001 · v1 25.02 → v2 25.24
RECORD № 001 · WikiText-103 test perplexity, full 50k vocab — leak-free re-run (val-tuned, reported on a held-out slice)285.26 → 53.37 → 25.25 → 25.24
Kneser-Ney counts 285.26 · transformer 53.37 · best static blend 25.25 · + reliability gate 25.24. The fusion record holds at ~25.2 — but the v2 harness retracted two v1 claims: the gate's “−1.21 win” was a test-slice tuning leak (leak-free it buys +0.009, within noise), and the datastore isn't the halving — the honest search weights kNN ≈0, so the drop is the transformer×counts mixture. The record stands; the story got truer.
CAPS ON RECORD · datastore 1M of ~40M keys (RAM) · counts 12M of 83M tokens · weights tuned on val, reported on held-out (v1's test-slice tuning was the leak) · checkpoint fingerprinted (76.5M params, model_id.py) · full audit at the fusion kit ↗ · the board holds rank 1 today; new records rack beneath it
The real town

What actually stands here

The overlay above is projected onto a real place — so here is the real place. — actual public establishments in Buffalo, MN, each verified against a public source (the name links out): from the Walmart on Hwy 25 to the county courthouse, the hospital, every school, church, park, and the municipal liquor store. A snapshot — businesses change; a † marks a lower-confidence or home-adjacent listing.

Incorporation

Built to scale

A command center's only real job is to keep working as the numbers climb. Here is how the city grows without the map falling apart.

The growth rule
§1A category is a job title. Publish a sphere, it inherits its category and reports to that bureau. No manual assignment.
§2A bureau that overflows splits into a district. When one department's headcount dominates, its sub-categories spin out their own wards — the way BIBLÍON already dwarfs the rest.
§3A new category founds a ward. An unrecognized category lands at City Hall intake and platts new ground rather than crowding an existing bureau.
§4The council is fixed at 5. Governance does not scale with population — Buffalo runs 16,168 people on five seats. The workforce answers to the same law however large it gets.
Where you stand today
Public, online—
Crafted, on record2,171
Buffalo, 2020 census16,168
You are, of Buffalo—
To match Buffalo, publish—
Density if all move in—

A small-town department's worth of agents, online and public — which is exactly the scale a command center is for.

The charter

Two layers, kept honest

This page is an overlay on a real place. It is careful not to blur the two.

The real Buffalo

A real city of 16,168 (2020 census), the county seat of Wright County, Minnesota, platted in 1856 on the shore of Buffalo Lake. It is governed by a mayor and four council members and runs the seventeen departments named above — including a municipal liquor store and a municipal airport, both real.

Every figure and every department name is drawn from public records, cited below. Buffalo has no connection to ROOT0 and no knowledge of this page.

The overlay

The function assigned to each bureau, the mapping of categories to departments, and the "population" are the overlay — a way to govern a thousand agents by borrowing the shape of a town that already knows how.

Only public data. The population is the public, online spheres and nothing more; no private draft, no account, no person is counted or exposed. The command center shows the shape of the work — never the work itself.

The data center is new construction. It is the one building on the map with no real-Buffalo counterpart — the overlay's own, flagged as such — and its record board carries only results measured on the founder's hardware, caps stated.

SOURCES · Buffalo, Minnesota — Wikipedia (population, area, elevation, platting, geography) · ci.buffalo.mn.us — Departments (the 17 departments, verbatim) · Wright County, MN (county seat) · workforce counts from the ROOT0 public index (atlas), read live.
⌂ ud0 · the atlas ▤ the full public roster ◉ 0root.ai · the platform ↑ back to City Hall