The WIA-QUA-006 standard defines the framework for Quantum Machine Learning (QML), bridging quantum computing and classical machine learning to achieve quantum advantage in learning tasks. This standard covers quantum neural networks, variational algorithms, quantum kernel methods, and hybrid quantum-classical optimization.
Scope: Quantum Neural Networks (QNN): Parameterized quantum circuits for learning ยท Variational Quantum Classifiers (VQC): Hybrid quantum-classical classification ยท Quantum Support Vector Machines (QSVM): Quantum kernel methods for classification ยท Quantum Generative Models: QGANs and quantum Boltzmann machines ยท Quantum Feature Maps: Amplitude, angle, and basis encoding strategies ยท Hybrid Optimization: Classical optimizers with quantum gradients
This simulator demonstrates the canonical envelope shape defined in the standard's Phase 1 specification. Click the button below to generate a sample envelope; the output is a JSON document that conforming implementations can verify with the reference CLI.
Every envelope in this standard is signed with Ed25519 over the canonical JSON form (RFC 8785 JCS). The signature covers all fields except the signature itself; downstream consumers verify by re-canonicalising and re-checking the Ed25519 signature against the publisher's tenant key registered in the WIA-OMNI-API trust fabric.
# Reference verification flow (pseudocode)
canon = jcs_canonicalise(envelope_without_signature)
ok = ed25519_verify(publisher_pubkey, canon, envelope.signature.value)
assert ok, "envelope signature does not verify"The metrics below reflect the standard's validator score and the cohort of conforming implementations registered with the WIA trust fabric. Numbers are illustrative; the actual figures evolve as the ecosystem grows.
This page is a Phase 1 envelope simulator for the WIA-QUA-006
standard. It is intentionally minimal: a working demonstration of
the envelope shape, not a production implementation. Production
implementations carry signing keys in the WIA-OMNI-API trust
fabric, validate against the schema registry, and emit envelopes
through the Phase 2 HTTP surface documented under
../api/.
The simulator is provided so that engineers evaluating the
standard can see a concrete envelope without standing up a full
publisher endpoint. The reference CLI under ../cli/
produces equivalent envelopes from the command line, which is
the recommended path for any non-trivial experimentation.
For deeper context, the eBook companion volumes describe the domain rationale for each envelope field. Field choices in this standard are not arbitrary: each field exists to answer a question that downstream auditors, regulators, or interoperability partners would otherwise have to derive from the publisher's narrative documentation.