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AI Architecture › L1 · Control Plane
L1 · Control Plane

The Sensor-to-Actuator Pipeline

From feedthrough to physical gate, L1 is one deterministic pipeline whose stages each carry a bounded latency that composes into a certified whole.

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.

End to end

The control plane is best understood as a single pipeline: sense, validate, estimate, decide, deliver, actuate. Each stage runs in deterministic fabric or on the time-triggered fabric, and each has a proven worst-case latency. The end-to-end bound is the composition of the stages, which is what the 10 µs boundary and the loop budgets are built from.

The stages

Composition of bounds

Because stages do not contend for shared resources, their bounds add: R = R_sense + R_validate + R_estimate + R_decide + R_deliver + R_actuate. Each term is fixed by fabric depth, link schedule, or driver characteristics, so R is a certified constant. This additive structure is why Kronos can grow the pipeline without eroding its guarantees — a new stage adds its bound and nothing else.

Two machines through one pipeline

The same pipeline shape serves both machines; only the estimate and decide stages differ. The breeder decides PF-coil currents from an equilibrium estimate; the burner decides plug power and DEC modulation from a density/potential estimate. Sense, validate, deliver, and actuate are common infrastructure, which is how Kronos shares a hardened control platform across the fleet.

Content reviewed August 2026 · design-and-simulation stage