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AI Architecture › L1 · Control Plane
L1 · Control Plane

Deterministic I/O Through Cryo-Rated Feedthroughs

Analog telemetry crosses the vacuum and cryogenic boundary through rated feedthroughs into a fabric front end that samples at sub-microsecond intervals.

THE STACK · click to jumpL7Ecosystem & StrategyL6Experience & VisualizationL5Applications & CopilotsL4OrchestrationL3Twin Modeling & AIL2Data FabricL1Control PlaneL0Foundation▲tlmctl▼L1 · CONTROL PLANEHard real-time actuation and the autonomous failsafe.1Edge FPGAµs-determinism2Real-Time Actuationcoils · heating · fuel3Hardware Failsafeautonomous trip4Sync Gatephase-locked timing5Signal I/OADC / DAC6Watchdogliveness & interlocksMACHINE TIEDrives magnets, ice-piston, and gas puff on the sub-10 µs loop.KRONOS FUSION ENERGYAI-NATIVE S.M.A.R.T. GENERATORCONTROL PLANESHEET 03REV. 2026-08L1 · AI-NATIVE STACK
L1 · Control Plane — its place in the stack (left, click any layer) and its internal components (right). Telemetry rises; control descends.

Crossing the boundary

Diagnostics live inside a high-vacuum, partly cryogenic environment; the control fabric lives outside it. Signals cross through cryo-rated vacuum feedthroughs engineered to preserve signal integrity while maintaining vacuum and thermal isolation. This physical interface is the first link in the deterministic chain, and its fidelity sets the noise floor for everything downstream.

Front-end sampling

On the outside, each analog line meets an anti-alias filter and an ADC clocked from the shared reference. Sampling instants are aligned across channels so the assembled state is coherent. Conversion latency and filter settling are part of the channel's fixed timing budget, so acquisition contributes a known constant to the loop's WCET.

Signal integrity

The electromagnetic environment near a high-field magnet and a pulsed plasma is hostile; a sloppy front end would inject jitter and noise that no downstream cleverness can remove. Kronos treats the analog front end as a determinism-critical component, not plumbing.

From feedthrough to state

Once digitized and validated, channels flow into state-vector ingress. Because the feedthrough-to-ADC path is deterministic, the whole sensor-to-actuator pipeline can carry a provable end-to-end bound. The same interface class serves the breeder's tokamak diagnostics and the burner's mirror diagnostics; only channel counts and placements differ.

Content reviewed August 2026 · design-and-simulation stage