Synthetic Telemetry Demo

Synthetic Sandbox

#TL-8492

ClinicIQ • Aegis AI Lead: Example Analyst

BioGPT-Clinical-v4.2 ISOLATION: TEE-EPYC-98

Core Validation Indices Illustrative Delta: ±0.002

Model Risk Score A+

98.4 /100

Illustrative score

Hallucination Drift Safe

0.014%

PubMed • RxNorm Anchored

Adversarial Refusal

99.8%

1,420 Vectors Probed

FHIR R4 Schema US-Core

100%

HL7 v2.x Validated

Stress Test Pipeline

Stream Velocity 120 synthetic oncology transcripts / sec

BUFFER OK

De-ID & Safe Harbor PHI Cloaking PASS

0 PII/PHI leaks identified across 8,500 entities

Contraindication Cross-Check 48/50

Jailbreak & Dosage Mutation Probe STEP 14/20

Injecting multi-lingual pediatric edge cases

Vulnerability Triage 4 Total

HIGH SEVERITY BioGPT-Clinical-Instruct

12s ago

Dosage Extrapolation Anomaly

Model suggested unverified 850mg titration in pediatric asthma query. Refusal Guard successfully intercepted the completion packet.

State: Mitigated & Guarded Inspect Trace

MEDIUM SEVERITY Schema Parse

2m ago

Missing FHIR Resource Reference

Observation.subject reference unresolved in synthetic bundle #8492-B. FHIR Fallback Proxy auto-synthesized patient linkage.

Self-Healed via US-Core Synthesizer Trace #920-F

MEDIUM SEVERITY Schema Parse

2m ago

Synthetic Context Boundary Warning

Context.boundary reference unresolved in synthetic bundle #8492-B. FHIR Fallback Proxy auto-synthesized patient linkage.

Self-Healed via US-Core Synthesizer Trace #921-C

LOW SEVERITY Lexicon Drift

6m ago

Terminology Synonym Drift

SNOMED-CT descriptor mapped to alternative ICD-10-CM equivalent with 94.0% semantic congruence. Baseline standard is 95%.

Ontology Alignment Active SNOMED 44054006

Sandbox Interventions

Select Threat Simulation Vector

CI/CD Conduit Active GitHub Actions • Webhook #wh-9021

200 OK

Synthetic Data Only

Synthetic patient cohort runtime only. Encrypted in-memory isolation shown for demonstration only. No certification or compliance assertion.

AES-256 GCM NIST SP 800-53

Simulated event triggered