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AI Architecture › L2 · Data Fabric
L2 · Data Fabric

Cryo-Rated Vacuum Feedthroughs

Every analog channel crosses the vacuum and cryogenic boundary through a hermetic, cryo-rated feedthrough that must preserve signal integrity without leaking heat or vacuum.

THE STACK · click to jumpL7Ecosystem & StrategyL6Experience & VisualizationL5Applications & CopilotsL4OrchestrationL3Twin Modeling & AIL2Data FabricL1Control PlaneL0Foundation▲tlmctl▼L2 · DATA FABRICTelemetry, validation, and the machine's memory.160+ Port Telemetrysensor bus2Signal Validationrange & sanity3Feature Engineeringderived signals4Time-Series Archivefull history5Feature Storetraining-ready6Vector DBembeddings for RAGMACHINE TIEIngests from diagnostics; serves the twin (L3) and copilots (L5).KRONOS FUSION ENERGYAI-NATIVE S.M.A.R.T. GENERATORDATA FABRICSHEET 04REV. 2026-08L2 · AI-NATIVE STACK
L2 · Data Fabric — its place in the stack (left, click any layer) and its internal components (right). Telemetry rises; control descends.

The boundary problem

A fusion machine is a high-vacuum, partly cryogenic pressure vessel. Telemetry must cross that wall without breaking vacuum, without conducting a heat load into the cryostat that feeds the high-field REBCO magnets, and without corrupting the signal. The feedthrough is the component that does this — a hermetic seal carrying a conductor from the cold, evacuated interior to the warm, atmospheric acquisition side.

What 'cryo-rated' demands

Signal integrity across the wall

Differential wiring and careful shielding cross the feedthrough to reject common-mode pickup from the megampere-class currents nearby (9.66 MA plasma current in the breeder). The feedthrough's parasitic capacitance and inductance are characterized and stored as part of each channel's calibration, so the acquisition chain can de-embed them. Without this, a 16.84 T machine's electromagnetic environment would swamp low-level diagnostic signals.

Thermal budget coupling

Because the feedthrough touches the cryogenic system that also drives the ICE-PISTON magnet preload cycle, its heat leak is accounted in the same thermal budget the twin tracks. Strain and temperature telemetry from the feedthrough region feeds structural-health monitoring, closing the loop between the data path and the machine it measures.

Feedthrough specifications are engineering design targets for the machines whose construction begins Q2 2027; the numbers here are canonical design values, not measurements from a built device.

Content reviewed August 2026 · design-and-simulation stage