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Biometrics With Boundaries

High-assurance identity work begins by keeping modalities, capture quality, policy, and human review explicit.

The article shows why similarity should never silently become identity or person risk.

Start with purpose

A method cannot be evaluated responsibly without the identity question, authority, population, consequences, and alternatives that define its use.

Quality is not optional

Capture suitability must be measured per modality, and missing or unusable biometrics must not be treated as adverse evidence.

Keep the human accountable

The interface should expose evidence and uncertainty while preserving review, explanation, appeal, and correction.

PRODUCT VIEW / GUIDED DATA

Quality, modality, purpose, policy, and human authority must remain visible.

FACESUPPORT
VOICECONFLICT
IRISNO CAPTURE
FINGERPRINTSUPPORT

Purpose

The specific identity question is recorded.

Explore further

Biometric Fusion

Multiple modalities, visible boundaries

Facial Comparison

Similarity is not identity

Privacy

Privacy belongs in the evidence model