Keep the register usable inside the shot budget.

Maintain measured qubit responses without a width-dependent calibration sweep.

Contract entry at acquisition four · 48 controlled channels · real QPU
Abstract gradient field
+25.7 pts

usable output, drifting qubits

96 qubits, ibm_kingston

0.27×

residual vs measured drift

two-cycle lock, flat for nine hours

0 s

maintenance downtime

50 / 50 cycles through the public cloud

Connect measure(x) to the per-qubit response from each parallel shot batch.

TrueLoop consumes measured classical statistics; it does not read a quantum state or provider-private calibration registers.

Open the quickstart

Can one shot batch resolve every relevant qubit response before the operating point moves?

Check compatibility

Where it applies

Calibration holdState preparationReadout stabilizationQKD linksQRNG operating pointsResponse-profile matching

What this evidence shows. And what it does not.

Native-drift maintenance on 96 qubits of ibm_kingston: SUPPORTED on the registered drifting-subset branch (34 qubits above threshold, +25.7 points usable), residual 0.27× measured drift, zero downtime; the aggregate stayed inside the loose fresh-floor tolerance, and the subset hypothesis is the claim. Earlier campaigns: commanded-disturbance loops at four and 48 channels. Width scaling beyond hardware remains controlled simulation.