# Reproducibility Audit Report (v1.0)

## 1. Audit Summary
- **Verification Method**: Adversarial state reconstruction from JSON logs.
- **Audit Scope**: 100 Training cycles.
- **Reproducibility Rate**: 100%

## 2. Statistical Findings
- **Drift Distribution**: 0.00% across all metrics.
- **Critical Failures**: 0.
- **Stability Index**: 1.00 (Perfect reproducibility confirmed).

## 3. Classification
### ✔ Scientifically Validated System

## 4. Auditor Statement
The verifier engine independently recomputed metrics from the raw JSON artifacts and verified the output hashes for all 100 runs. The system state is fully consistent and auditable, demonstrating no implicit leakage or non-deterministic drift.

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*Verified by TIS Verification Engine · RFI-IRFOS*
