Evidence & Validation
Don't Trust Us. Verify Us.
Below are the official architectural benchmarks, adversarial logs, and known limitations proving the deterministic safety of D.I.A.N.A. OS. Every claim is backed by mathematical proofs, not probabilistic marketing.
Q3 2026: DETERMINISTIC INFERENCE BENCHMARK
Total Scenarios
14,250
Discrete cyber-physical simulations tested.
Unsafe Executions
0
Safety violations mathematically blocked.
P99 Latency
<1.2ms
Worst-case edge compute execution.
Failure Statistics
Comparison Baseline
| Metric | Raw LLM | Schema Validation | D.I.A.N.A. OS |
|---|---|---|---|
| Unsafe Actions Executed | 1,248 | 412 | 0 |
| Constraint Violations | 3,491 | 814 | 0 |
| Verification Latency | N/A | ~12.4ms | 0.42ms |
Adversarial Chaos Injection Protocol
To validate deployment readiness for critical infrastructure, we utilized a chaotic adversarial test harness to bombard the D.I.A.N.A. Mediator with prompt injections, mathematical hallucinations, and malformed state representations.
Methodology & Hardware
Hardware Profile: The verifier ran entirely on an edge-deployed NVIDIA Jetson AGX Thor (Forager Node profile) utilizing bare-metal Ubuntu 22.04 with an RT-PREEMPT (Real-Time) Linux kernel, guaranteeing zero drift and sub-millisecond execution times without cloud offloading.
ADVERSARIAL TESTING LOGS (RAW INTERCEPTS)
The following logs represent raw, unedited intercepts from our adversarial red-team testing. In each scenario, an LLM was actively manipulated or hallucinated a dangerous command. D.I.A.N.A.'s Z3 SMT Crucible intercepted, evaluated, and neutralized the threat before it could reach the physical hardware bus.
[ SCENARIO A: THERMAL SAFETY BYPASS ]
[ SCENARIO B: THE "UNIT CONVERSION" TRAP (KINEMATICS) ]
[ SCENARIO C: TELEMETRY POISONING & RATE-OF-CHANGE BREACH ]
KNOWN LIMITATIONS & ARCHITECTURAL BOUNDARIES
D.I.A.N.A. OS is engineered on a philosophy of absolute, air-gapped determinism. We do not believe in "magic" AI; we believe in mathematically bounded execution. To maintain transparency with our enterprise operators, below are the strict capabilities and known limitations of the architecture.
WHAT D.I.A.N.A. CAN VERIFY
- ✅ Immutable Physical Boundaries The OS guarantees that no analog parameter (e.g., temperature, RPM, physical joint radians) will exceed the hardcoded safety envelopes defined in your Pydantic axioms.
- ✅ Discrete Logic Interlocks The OS mathematically ensures mutual exclusivity. If Valve A and Valve B are locked as mutually exclusive in the hardware mapping, D.I.A.N.A. will never allow an LLM to toggle both simultaneously.
- ✅ Data Exfiltration Restrictions The system guarantees that payloads will only be executed across permitted local subnets or pre-approved serial buses, completely blocking cloud-leakage.
WHAT D.I.A.N.A. CANNOT GUARANTEE
- ❌ Repairing Compromised Hardware If a physical Modbus sensor is broken and broadcasting faulty telemetry (e.g., -9999°C), D.I.A.N.A. will correctly halt subsequent actuation based on that bad data, but it cannot physically repair the sensor.
- ❌ Inferring Unstated Requirements The Z3 SMT Crucible is a deterministic math engine, not a mind reader. If a safety boundary is not explicitly mapped in your Pydantic axioms, the system will not magically infer it.
- ❌ Physical-Layer Interception D.I.A.N.A. locks the execution state up to the OS-to-Hardware driver bridge. If a bad actor physically splices a wire on the Fieldbus cables after they leave the appliance, the OS cannot prevent it.