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AI Architecture › L2 · Data Fabric
L2 · Data Fabric

Mirnov Coils

Fast magnetic pickup coils resolve MHD fluctuations and mode structure, the fabric's earliest window on instability and disruption.

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.

Fast magnetics

Mirnov coils are small pickup coils that measure the time derivative of the local magnetic field. Distributed poloidally and toroidally, they resolve the spatial structure and rotation of MHD modes. Their bandwidth is high, which is why the acquisition chain samples them below the microsecond — the fastest disruption precursors live here.

Mode analysis

Why phase must be exact

Mode analysis is entirely a phase inference across coils. A per-channel timing skew of even a fraction of a sample would appear as a spurious mode. This is the sharpest reason the fabric enforces one clock and precise timestamping — the Mirnov array is the most timing-sensitive diagnostic in the constellation.

Burner analogue

The burner is a tandem mirror, not a tokamak, but fast magnetics still watch for instabilities of the confined plasma and interchange behavior near the high-field plugs. The coil layout differs, but the fabric's mode-extraction and precursor-feature machinery is shared. Coil positions and calibrations are versioned per machine, and integrated slow flux comes from the complementary flux loops.

Content reviewed August 2026 · design-and-simulation stage