What
changed.

Product, client, evidence, and deployment updates.

Abstract gradient field
2026.09.04
Latest

Maintenance layer 3.1: preflight configures the contract

The core's slope estimate now folds in only observations resolvable against readout noise and, when declared, inter-cycle drift; on a 16-channel trapped-ion-class plant at slow cadence this removed five false sign conflicts and raised suppression from 2.34× to 5.52× with every v3.0 acceptance behaviour reproducing within noise. Preflight measures drift with one timed return-to-x0 read (readout noise and drift solved jointly), checks measured slope sign against declared link_signs (catching probe aliasing before a session starts), and returns recommendations that configure start(): drift_per_cycle, tolerance floor, correction cadence. A declared consumer class (numeric, argmax, variational, averaged) returns an honest advisory where the application-level gain will be modest. Client 0.6.0: SWCOptimizer renamed StabilityContract (alias kept), live law telemetry exposed as attributes, probe-rung helper. Offline build ships verify_against_live.py.

2026.09.04
Release

Positioning

Existing methods infer a model of the device and compute a correction from it, so their cost tracks the device's dimension; TrueLoop measures the residual and corrects it directly, so the maintenance loop is decoupled from the dimension of the state it maintains. Prior art acknowledged (Vepsäläinen 2022, Majumder 2020, Shulman 2014): the loop is established, the contract is the contribution. Consumer-class preconditions and the error-mitigation positioning (ZNE folding cancels coherent error by construction) added to the docs.

2026.08.24
Release

Maintenance layer 3.0: the finalized contract

The hardware-validated gated retained law becomes the served core: measured-slope identification, measured noise floor with a persistence-gated correction threshold, hold-inside-tolerance semantics, sign-conflict safety, honest convergence certification (identification recorded in every attestation), slope-aware preflight reachability with a six-check report, and a published core fingerprint so the licensed offline build is verifiably byte-identical to the hosted law.

2026.08.24
Release

IBM Heron native-drift campaign

96 qubits on ibm_kingston, 50 of 50 cycles over nine hours through the public cloud, decision SUPPORTED under a rule fixed before the run (protocol sha256 ab2168ea…): drifting-subset usable output +25.7 points, residual 0.27x measured drift, zero maintenance downtime, AI-pipeline numeric validity +34 points, readout channel isolated at p = 1.1e-6.

2026.08.15
Release

Maintenance layer 2.1

Client 0.5.1 adds role-aware maintenance, named detector evidence, acquisition-period deadlines, local-fit versus evidence-backed-fit reporting, and immediate preflight release. Thresholds that depend on scale act only when the caller declares their units and bounds.

2026.08.15
Release

Maintenance layer 2.0

Client 0.5 adds exactly budgeted preflight, five-state contract reporting, retry-safe updates, non-square control geometry, safe holds, and Ed25519-signed run records.

2026.08
Release

Hybrid architecture paper

The maintenance floor, four-clause stability contract, independent 100-million-channel ladder, and depth-eight analog compute-stack campaign are now public.

2026.06
Release

Warm-started response matching

Related targets can begin from the last accepted configuration. Update notices now deliver to active license holders.

2026.05
Release

Third-vendor validation

IBM Heron at 156 qubits and the million-channel scaling ladder joined the claims ledger.

2026.04
Release

Hardware validation release

Rigetti and IQM campaigns, reproduction repositories, and the controlled validation report.

2026.03
Release

First public runtime

Regulation, tracking, and response matching through a reviewed Python client.