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RQM Simulation Anomaly Diagnostic
x402
RQM Simulation Anomaly Diagnostic is a paid API for AI agents from jobs.rqmtechnologies.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-15).
Compares bounded quantum simulation observed probabilities against expected probabilities using configurable L1 and per-bin error thresholds to detect anomalies
Price / call$0.01
Success—
StatusUnknown
How this service works
Simulation Anomaly Diagnostic: Compare this bounded simulation result with the supplied expectation and anomaly rules. Use when: Use when a bounded request matches rqm.studio.simulation-anomaly-diagnostic-request.v1 and the caller needs... Returns: L1 and bin deltas, violating outcomes, anomaly verdict. Boundaries: Deterministic bounded local software evidence only; no QPU, provider, physical, formal-proof, certificati...
Output
Returns a structured anomaly diagnostic report indicating whether the observed probability distribution matches the expected distribution within the supplied L1 and per-bin error tolerances, including which bins (if any) are flagged as anomalous and the computed error metrics.
Example use cases
Validating Bell state simulation fidelity
“My quantum circuit for a Bell state returned observed probabilities {00: 0.49, 11: 0.49, 01: 0.01, 10: 0.01} but I expected {00: 0.5, 11: 0.5}. Can you diagnose whether this is within acceptable bounds using a max L1 error of 0.05 and max bin error of 0.02?”
Detecting noise-induced simulation drift
“After running a noisy simulator I got these observed probabilities across 8 bitstring bins and I want to compare them against my ideal noiseless expected distribution — flag any anomalies if the total L1 error exceeds 0.15 or any single bin error exceeds 0.08.”
Regression testing simulation output
“I updated my circuit transpiler and want to confirm the simulation output hasn't drifted — compare the new observed probabilities {000: 0.12, 001: 0.38, 010: 0.25, 011: 0.25} against the previous baseline expected values {000: 0.125, 001: 0.375, 010: 0.25, 011: 0.25} with max L1 error 0.04 and max bin error 0.02.”
Technical details
Endpoint
POSThttps://jobs.rqmtechnologies.com/x402/buyer-jobs/quantum.simulation-anomaly-diagnostic.v1When to prefer
Use this endpoint when you need to statistically validate a quantum simulation result against a known reference probability distribution using explicit L1 and per-bin error thresholds. It is purpose-built for quantum simulation anomaly detection and is preferred over generic statistical comparison tools when working within the RQM ecosystem. Do not use for hardware-error attribution, provider quality ranking, or classical (non-quantum) statistical comparisons.
Side effects
- Observed or expected probability maps have no entries (minProperties: 1 violated)
- Probability maps exceed 256 bins (maxProperties: 256 violated)
- maximum_l1_error outside [0, 2] or maximum_bin_error outside [0, 1]
- Malformed idempotency_key not matching required pattern
- Insufficient USDC balance or max_total_price too low to cover $0.01 fee
- Schema version mismatch (must be rqm.jobs.bazaar-buyer-job-request.v1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| request | object | |
| schema_version | — | |
| idempotency_key | string | |
| max_total_price | string |
Tags
x402
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