ATUOR · inference plane

Coherence

Aligned

98coherent

privacy sealed · no egress · session-local

MoE routing alignment public read

Recent Activity

Session guest admitted — ephemeral
now
World-model weights warm · KV-cache primed
session
Capability public.infer granted without identity
steady
No third-party beacons loaded — intended
policy

General

Constitutional

PlaneATUOR-P1

Controllerrelease 7.1(xAI)

Active sessions1 · this tab

Siteatuor.com

Modeagentic orchestration

Identitywithheld

Mixture of Experts

1Control nodethis plane · in-service

2RoutersAttention · Routing

4ExpertsLanguage · Vision · Memory · Agency

Privacy envelope

1Local sessiondies with the tab

0Trackersno cookies, no pixels

0Namesnone collected, none shown

Context window

128ktokens

KV-cache · warm 94% · reserved 6%

router expert capability visitor

Mixture-of-experts routing. Hover a node. Click to open it. Pulses are token flow, computed here — nothing leaves the tab.

STAGE 01

complete

Representation learning

Pixels and tokens collapse into a shared latent. Geometry before language. The world-model is a compression, not a diary.

STAGE 02

complete

In-context reasoning

Chain-of-thought at inference time. Test-time compute instead of a larger weight file. The context window is the working memory.

STAGE 03

in service

Tool-using agency

Agentic orchestration: route, call, observe, revise. Mixture-of-experts decides who speaks. The operator never has to be named.

STAGE 04

in service

Privacy by construction

No accounts. No beacons. Session state lives in this tab and evaporates with it. The portrait is a face. It is not a name.

realm.edge

edge

Embodied world-model demo. A vehicle UI as a closed inference loop — no identity attached.

Capability grants

Name	Provider	Consumer	Scope	Constraint
public.infer	realm.public	anonymous	global	no PII
edge.worldmodel	realm.edge	anonymous	visual	no identity
research.trace	realm.research	realm.private	local	deny public

MoE-101 · capability matrix

ATUOR-X · sparse router

SLOTS · 1/1 — 1/48routers 1/49-52

Lit slots are loaded. Cyan = routers. Amber = edge world-model. Dark = reserved capacity.

Nodes

ID	Name	Role	Version	Coherence	State
1	ctrl-1	control	7.1(xAI)	98	in-service
101	router-attention	router	self-attn	100	in-service
102	router-gating	router	MoE gate	100	in-service
201	expert-language	expert	decoder	99	in-service
202	expert-vision	expert	encoder	97	in-service
203	expert-memory	expert	RAG · KV	96	in-service
204	expert-agency	expert	tools	94	in-service

note

T0001 · Public plane readable without authentication

plane/realm.public · constitutional — no PII in the grant

trace 1

info

T0002 · Local session admitted

plane/session/local

trace 2

info

T0003 · Edge world-model is visual only

plane/realm.edge · no identity, no outbound referral

trace 3

sealed

T0000 · Privacy envelope closed

zero cookies · zero beacons · session storage evaporates on close

trace 0

Registered objects

class query · plane/

Class	Name	Path	Status

Identity

withheld

A face is not a name. This plane is agentic orchestration with a sealed privacy envelope — local session, no directory, no telemetry leaving the tab.

Handlewithheld

Domainatuor.com

Roleoperator / local-read

Localedark · always

Collectionnone

Cookiesnone

This nodehttps://atuor.com