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AI Architecture › L2 · Data Fabric
L2 · Data Fabric

Precision Timestamping

A disciplined precision-time protocol gives every channel a common, sub-sample-accurate clock, without which multi-channel physics inference is meaningless.

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.

One clock for the constellation

Equilibrium reconstruction, mode analysis, and sensor fusion are all multi-channel inferences. They are valid only if every channel's samples share a common time reference to better than a sample. Precision timestamping distributes a disciplined clock — a precision time protocol synchronizing all digitizers — so cross-channel phase is exact.

Why sub-sample matters

Discipline and holdover

The protocol continuously disciplines each digitizer's local oscillator to the master, correcting drift. If the master reference is lost, digitizers hold over on their disciplined oscillators for a bounded time, and the fabric flags the reduced timing confidence in the data-quality score rather than pretending nothing changed.

Coupling to the control boundary

Precise time is also what lets the fabric hand a coherent, well-stamped state to L1 at the sub-10 microsecond boundary, and what makes the synchronized gates and the audit trail meaningful — an event's time is trustworthy. Timestamping applies identically to the breeder and the burner and is a design specification for machines whose FOAK is expected near 2030.

Content reviewed August 2026 · design-and-simulation stage