Algorithmic Audit

AI Fairness Report 2025

The Legocia Optic uses AI to detect faces for redaction. If that AI is biased, it protects some people while exposing others. We test our models rigorously to ensure equal privacy for all ethnicities and ages.

Model Performance: Face Detection

Skin Tone: Light (Fitzpatrick 1-2)

99.8%

Accuracy

Skin Tone: Medium (Fitzpatrick 3-4)

99.7%

Accuracy

Skin Tone: Dark (Fitzpatrick 5-6)

99.6%

Accuracy

Training Data Composition

We do not use user data. Our model is trained on the synthetic Legocia-Open-Face dataset, which is balanced by design.

Male 49.5%

Female 50.5%

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