Active Traveler Encounter Subject • Biometrics Photo Gallery

Select a traveler encounter from the TVS Primary Queue to inspect historical photos, AI age progression, and dual match scores.

5 ACTIVE ENCOUNTERS IN LANE 04

Chronological Biometric Gallery & Dual Confidence Scoring

IDENT / TVS
2016 State Visa
10y Old
Historical Reference Photo of Doug Lieberman
Historical Ref
Captured: 2016-04-12
1. Actual Match Score (Raw TVS 1:1) BELOW 95.0%
88.4% 88.4%
0% | 95.0% Line 100%
BELOW 95.0% THRESHOLD
PROHIBITED AS SOLE CONFIRMATION BASIS

Raw 1:1 match fails due to natural chronologic facial morphology change.

Photo 2: AI Age Progression
★ BOUND +10y Sim
AI Age-Progressed Photo
AI-Aged (+10y)
AI AGE CHANGES: +10y Aging
  • Hair Follicle Silvering & Texture Shift
  • Forehead Rhytids & Periorbital Crow's Feet
  • Nasolabial Fold Tissue Compensation
Gemini Biometric Progression • 98.4% Fidelity
2. AI-Aged Match Score (Progression Engine) MEETS 95.0%
96.8% 96.8%
0% | 95.0% Line 100%
Progression Match ≥ 95.0%
Aging Delta Boost: +8.4%
CALCULATED ELAPSED AGE: +10 Years

Synthetic craniofacial tissue aging models account for elapsed delta across 95.0% threshold.

Live Probe
Lane 04
Live Primary Capture Probe Photo of Doug Lieberman
Live Kiosk
Captured: Today 0s
Live Primary Ingest ACTIVE PROBE
LIVE TVS Cloud 1:1
DEFINITIVE THRESHOLD: 95.0% (MANDATORY)
Dwell SLA: Sub-15s (820ms)
Inspection Lane: POE Booth #04
Adjudication: Human-in-Loop

Probe image streaming live from POE camera sensor for dual-matcher adjudication.

Biographic Diff

PCCS FEDERATION
RECORD A: e-Passport Chip / APIS
DOUGLAS LIEBERMAN PRIMARY
RECORD B: ADIS / TECS Historical Master
DOUG LIEBERMAN HISTORICAL
Transliteration & Character Diff Analysis:
• Given name: Formal "DOUGLAS" vs Informal "DOUG"
• Surname: Exact match across all master indexes
Confidence score: 96.4% (Biographic Match)
Interagency Vetting RESOLVED CLEAR
FBI NCIC: CLEAR (NO RECORD)
TECS II Lookout: CLEAR
TSDB Watchlist: CLEAR (NO MATCH)

Attributed Decision

DECISION AUTHORITY: HUMAN
Decision Guardrail: AI aging models provide decision support. Sole confirmation authority rests with the sworn CBPO.
BOUND PHOTO: Photo 2: AI-Aged
Binding Score: 96.8% (≥ 95.0% Policy)
Officer choice binds traveler identity to selected biometric image.
OFFICER ATTRIBUTION: CBPO J. Wegl (#4882) / CBPO S. Abrams
PCCS DISPATCH: NON-DESTRUCTIVE DOSSIER
Secondary Escalation: View Screen 3 (Port Supervisor) →

CUSTOMER OPERATIONAL CURVEBALL PROTOCOL P0 TESTABLE

Mid-encounter candidate re-ranking (score: 91.2% < 95.0%) and newly resolved derogatory hit (FBI NCIC active warrant).

Dual Confidence Scoring Engine • Side-by-Side Biometric Comparison

Compares raw unaged 1:1 biometric matching against generative AI age-progressed biometric resolution against the mandatory 95.0% threshold.

CBP BIOMETRIC STANDARD: DEFINITIVE THRESHOLD: 95.0% (MANDATORY)

ATS Policy 402.1 Guardrail • DECISION SUPPORT COMPLIANCE

8 U.S.C. § 1187 & CBP DIRECTIVE 3340

Legal Policy Guardrail: Automated facial aging models operate in a Decision Support Only capacity. System policy prohibits aged reference images from serving as the sole basis for identity confirmation. Even when the AI-aged score meets or exceeds the mandatory 95.0% threshold, confirmation requires explicit sworn CBPO review, biographic diff inspection, and badge attribution.