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AI Architecture › L2 · Data Fabric
L2 · Data Fabric

Instantaneous Q-Value

A live estimate of fusion gain fuses neutron flux, input-power, and profile telemetry into the ratio the whole program is judged on.

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 definition

The scientific gain Q_sci is fusion power divided by the external heating power coupled to the plasma. The breeder's design point is Q_sci 3.076 at 85.0 MW of fusion power. Computing an instantaneous estimate of this ratio during a shot turns a headline design number into a live control and diagnostic feature.

Fusing the inputs

Fusion power is inferred primarily from calibrated neutron flux (14 MeV for the breeder's D-T reactions), cross-checked against the reconstructed pressure and temperature profiles. Input power is the sum of the coupled heating systems, measured on their own telemetry. The feature fuses these, propagating each input's uncertainty into a confidence band on Q.

python
def instantaneous_q(p_fusion_w, p_input_w, eps=1.0):
    # p_fusion from calibrated neutron flux + profile cross-check
    # p_input from coupled heating telemetry
    if p_input_w <= eps:
        return None            # undefined during ramp; mask
    return p_fusion_w / p_input_w

# design point sanity check
assert abs(instantaneous_q(85.0e6, 85.0e6/3.076) - 3.076) < 1e-2

Burner form

For the burner, the D-3He tandem-mirror generator, the operationally meaningful gain also accounts for direct energy conversion in the DEC train and the low 5.44% neutron fraction. The feature is defined per machine so 'instantaneous Q' means the physically correct ratio on each, while sharing the same interface to the twin.

Honest by construction

Content reviewed August 2026 · design-and-simulation stage