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AI Architecture › Physical Interfaces
Physical Interfaces

Interface Ownership by Layer

Ownership of a physical interface is assigned by its worst-case timing requirement, not by which team is smartest about the physics.

STRATEGY / SLOW ▲ ▼ MICROSECOND REAL-TIMEL7Ecosystem & Strategytelemetry ▲ control ▼open ▸L6Experience & Visualizationtelemetry ▲ control ▼open ▸L5Applications & Copilotstelemetry ▲ control ▼open ▸L4Orchestrationtelemetry ▲ control ▼open ▸L3Twin Modeling & AItelemetry ▲ control ▼open ▸L2Data Fabrictelemetry ▲ control ▼open ▸L1Control Planetelemetry ▲ control ▼open ▸L0Foundationtelemetry ▲ control ▼open ▸PHYSICAL S.M.A.R.T. GENERATOR PLANTBREEDER · HYPERION1R0 1.2 m · A 2.5 · 16.84 T · δ −0.30BURNER · TANDEM MIRROR2317 T throat · 26.49 T plug · fₙ 5.44% · DEC1 center stack + plasma · 2 high-field plug · 3 expander → direct converterCOLOR GRAMMAR strategy AI-workflow infra/data models reactor/DECLINE SEMANTICStelemetry (µs)controlKRONOS FUSION ENERGYAI-NATIVE S.M.A.R.T. GENERATORMASTER BLUEPRINTSHEET 01REV. 2026-08L0-L7 · 2 MACHINES
The AI-Native S.M.A.R.T. Generator Master Blueprint — eight layers (L0→L7), one control stack, wired to both machines. Telemetry rises in microseconds; control descends the same path.

The assignment principle

Kronos separates intelligence from authority. Learning layers (L3 twin, L5 copilots) may propose, but only the layer that can meet the interface's timing budget with a provable worst-case is allowed to drive it. This keeps the failsafe path certifiable independently of any machine-learning component.

Layer responsibilities

Handoff contract

When a setpoint crosses from L3 into L1 it becomes advisory: L1 revalidates it against the hardware envelope, clamps or rejects out-of-range commands, and only then drives the interface. The reverse path — sensor readings — flows up through L2 with provenance so the twin and copilots never see an un-timestamped value.

InterfaceSense ownerActuate owner
quench tripL1L1
shape coilsL2->L3L1
tritium plantL2->L3L3/L4
accountancyL2L7

This division is why an interface latency budget is the first thing specified for any new sensor or actuator, and why the HAL contracts encode the owning layer as a required field.

Content reviewed August 2026 · design-and-simulation stage