Verification Report
Comprehensive verification report, generalization audit, and deployment certificate.
VERILOOP AUDIT SPECIFICATION v1.0ID: AUDIT-REP-LIVE-RUN
Autonomous Reliability Engineering Certificate
Target System: Customer Support Agent · VeriLoop Engine
Baseline Target Version
Baseline v1.0
Baseline reliability with policy retrieval defects, critical failure modes, and high-severity flaws.
Candidate Verified Version
Candidate B (Promoted candidate v1.1)
Reliability 87% (Pass rate 98/100). Recency-ranked vector index, live Tavily external policy grounding, 0 regressions across holdout.
Run Record & Sponsor Stack
Reasoning & Judging
nvidia/nemotron-3-nano-30b-a3b
Inference Provider
Nebius Token Factory
External Evidence
Tavily (6 grounded / 8 total)
Regressions Blocked
2 policy regressions blocked
Sample Sizes & Split Counts
TOTAL: 100 PROBESOptimization Split
60% (60 cases)
Used for initial prompt, tool & retrieval tuning.
Validation Split
20% (20 cases)
Used for candidate checkpoint selection & early stopping.
Holdout Split
20% (20 cases)
Strictly unexposed until final regression firewall gate.
| Verification Dimension | Baseline (v1.0) | Candidate (v1.1) | Delta | Status |
|---|
Regression Section (Blocked Cases)
VeriLoop Regression Firewall caught and blocked 2 critical regressions introduced by Candidate A (Naive Prompt Override).
Method notes & audit governance
NEBIUS TOKEN FACTORY (INFERENCE)NVIDIA NEMOTRON (nvidia/nemotron-3-nano-30b-a3b)TAVILY SEARCH API