KnoxDEThe Cognition Mesh replaces the desktop

The operating
system that
thinks with you.

KnoxOS moves SI out of userspace and into the kernel. KnoxDE dissolves the 1973 desktop metaphor into a single living surface that perceives, comprehends and acts — alongside you.

tty0 · knoxos boot
booting…

one coherent mesh

0

Living primitives

ABI-compatible

~0

Linux syscalls

perceive → learn

0 Hz

Cognition loop

kernel to compositor

0%

Rust

WindowFacetWorkspaceResonanceTaskbarAuraNotificationsAuraFile managerConstellationLauncherConstellationTerminalSubstrateSI chatSubstrate
01Vision

SI is not bolted on.
It is the operating system.

Every desktop since 1973 assumes the user is the orchestrator and SI is a guest application — never touching the scheduler, the compositor, or the service bus. KnoxOS rewrites the contract.

#The 1973 contractThe KnoxOS contract
01Machine waitsMachine perceives
02User commandsMachine prepares
03Machine executesUser validates
04User manages resultMachine learns
02Five primitives · one living mesh

A new vocabulary
for computing.

KnoxDE replaces windows, taskbars, file managers and terminals with five primitives that could only exist in a world where the OS can perceive, comprehend, and act.

Presence spectrum

Presence, not position.

A Facet is a chromeless, SI-aware content viewport. Its importance is expressed as luminosity along a continuous spectrum — Focal, Active, Peripheral, Dissolved, Dormant — rendered with atmospheric depth instead of drop shadows.

Capabilities

  • Spring physics
  • Atmospheric depth
  • Living color
  • Chromeless

Spring physics · Atmospheric depth · Breathe → Flow → Connect

03The heart of KnoxOS

The Cognition Loop.

A continuous five-stage loop runs at the core of the system — perceiving, comprehending, preparing, acting, and learning. Your role is to direct, not to orchestrate.

Cognition Loop

Continuous SI decision-making. Adaptive. Predictive. Personal.

1

Perceive

Observe user activity, input, gaze, and context.

SI decision-making

  • Capture multimodal signals
  • Filter noise
  • Identify relevant cues
  • Build context snapshot

The loop never stops

04System architecture

Cognition-native,
top to silicon.

From the five primitives down to the hardware, every layer of KnoxOS is a module boundary inside one bare-metal Rust crate — with SI woven through all of it.

User Experience

The five primitives

FacetsResonancesAuraConstellationSubstrate

KnoxUI

Declarative · Reactive · GPU-native

Reactive layoutAnimationsAdaptive themingInputAccessibilityHigh-perf render

Cognition Loop

The heart of KnoxOS

PerceiveComprehendPrepareActLearn

Mesh Compositor

Unifies surfaces, streams & spaces

Surface compositionStream routingZ-order & focusSpatial mappingEffects & shadersFrame pacing

Kernel Subsystems

Rust-native system core

Process & taskMemoryI/O & deviceVirtualizationNetworkingFile systemsSchedulerSecurity

Hardware

The physical foundation

CPUGPUNPUMemoryStorageDevicesSensors
System Bus
05Visual language

From rectangles
to resonance.

The Cognition Mesh trades the hard, static surfaces of traditional desktops for depth, motion, and light that respond to you.

Depth

Drop shadows → Atmospheric depth

Project Files

24 items

2:34 PM

Project Files

24 items

2:34 PM

Motion

Instant, linear → Spring physics

New Document
New Document

Color

Static themes → Living palette

Shape

Hard rectangles → Organic form

Typography

Fixed, unchanging → Presence type

System Settings

Manage your preferences

System Settings

Tailored to you, in the moment

Status

Icon badges → Luminosity

12371
06Under the hood

Beauty on the surface.
Substance in the kernel.

Here is what makes the Cognition Mesh possible — engineered from the first instruction up.

0x01

First-class kernel SI

The SI runtime participates in scheduling, compositing and the service bus — not a userspace guest bolted onto a 1973 model.

schedulercompositorservice bus
0x02

Linux ABI compatible

~400 syscalls translated or emulated, with ELF, musl, Flatpak and AppImage loaders.

0x03

Rust across the stack

Kernel, runtime, compositor and toolchain in one bare-metal crate.

$ cargo build --target x86_64-unknown-none
0x04

Universal tool calling

An OS-wide tool registry lets the cognition layer orchestrate capabilities across every application — the system composes, you direct.

tool registrydispatchorchestrator
0x05

NPU compute routing

A vendor abstraction routes inference to the NPU, with queued Candle and internal backends.

0x06

Supply-chain hardened

Capability-based security, guardian and privacy controls, and audit gates in CI so trust is verified, not assumed.

capabilitiesguardiancargo-auditcargo-deny
Coming soon · Try the Substrate

The mesh is forming.

The kernel, runtime, compositor, and toolchain are being built around one idea: the operating system should understand intent, prepare outcomes, and let the human direct the result.

Type an intent — or just press Intend — and watch the cognition loop resolve it.