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AI Architecture › L2 · Data Fabric
L2 · Data Fabric

Thomson Scattering

Laser Thomson scattering gives the fabric local electron temperature and density along a line of sight, the backbone of the core pressure map.

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 measurement

A high-power laser pulse scatters off plasma electrons; the scattered light's spectral broadening gives the local electron temperature and its intensity gives the local electron density. Because it is spatially localized at each collection volume, Thomson scattering provides true profiles rather than line integrals — the anchor for the breeder's core pressure map.

Into the fabric

Sampling and timing

Thomson is pulsed at the laser repetition rate rather than continuously, so its samples are timestamped precisely and interpolated in the twin between pulses using the faster ECE and interferometry channels. Precision timestamping (see PTP timestamping) keeps its samples phase-aligned with the continuous diagnostics.

Role on each machine

On the breeder, Thomson defines the temperature and density profiles that set performance and stability near the negative-triangularity edge. On the burner, localized density and temperature measurements in the central cell and near the plugs help characterize the confinement the ambipolar potential provides. The calibration and channel map are versioned per machine in the registry.

Content reviewed August 2026 · design-and-simulation stage