QIRE v0.1 (non-enabling excerpt)¶
QIRE (Quantum‑Inspired Risk Estimation) returns scenario bands in a single pass, rather than a single point estimate.
Output shape¶
{
"subject": "entity-id",
"scenarios": [
{ "name":"p10", "score":0.12, "explain":["factor:A↓","factor:B↑"] },
{ "name":"p50", "score":0.34, "explain":["factor:A≈","factor:C↑"] },
{ "name":"p90", "score":0.71, "explain":["factor:B↑↑","factor:D↓"] }
],
"levers":[{"name":"KYC.depth","direction":"+","delta":0.08}]
}
Principles
- Superposition analog: parallel hypothesis tracks instead of sampling per query.
- Interference analog: policy + evidence combine to amplify/attenuate signals.
- Governed: always under a UAPK manifest; no free‑running inference.
This is a non‑enabling excerpt; implementers should treat it as descriptive only.