Phase 6 Architecture0% Unsupported Claims Target
Factuality Engine & Anti-Hallucination Suite
Deterministic 4-tier anti-hallucination verification. Every claim generated in resumes and cover letters is mathematically grounded in candidate facts with zero tolerance for ungrounded assertions.
Adversarial Invariance
0.0%
Target: 0% Unsupported
Validated Claims
0
100% Grounded
Rejected Assertions
0
Intercepted Hallucinations
Verified Facts
0
Confirmed Fact Library
The 4 Deterministic Anti-Hallucination Layers
Before any generated line enters your resume or cover letter, it is subjected to four strict non-probabilistic checks:
1. Provenance ExistenceZero citations is an immediate rejection. Every claim must cite evidence.
2. Fact Verification StatusClaims citing rejected or unverified candidate facts are forbidden.
3. Quantitative AccuracyNumbers, percentages, latency (ms), and scale metrics must match facts exactly.
4. Tech Invention GuardInventing unsupported frameworks, databases, or languages causes rejection.
Interactive Claim Audit Sandbox
Test any draft claim against your fact library to test the anti-hallucination engine in real time.
Audit Findings & Verification Breakdown
Ready for Deterministic Audit
Enter a draft claim on the left and click “Run Deterministic Factuality Audit” to see the 4-tier anti-hallucination engine evaluate it.
Generated & Audited Claims Library
Audit log of all claims evaluated across resumes and cover letters.
No claims found for this status. Run an audit in the sandbox above to create your first claim audit.