Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
windows_tools
Summary
The documentation demonstrates a Windows bias by specifically mentioning Windows Hello as the primary example of biometric authentication, both in the introduction and in the scenario walkthrough. Windows Hello is referenced before any mention of Android or other platforms, and no Linux or cross-platform biometric solutions are discussed. There are no Linux-specific examples or references to Linux-compatible biometric tools.
Recommendations
  • Include explicit references to biometric authentication options available on Linux (e.g., fprintd, libfprint, or desktop environment integrations) alongside Windows Hello and Android.
  • Provide example scenarios or walkthroughs for enrolling and using biometrics on Linux devices, not just Windows and Android.
  • Use neutral, platform-agnostic language when describing biometric authentication, mentioning Windows Hello, Android biometrics, and Linux solutions together.
  • If possible, add troubleshooting or support notes for Linux users to ensure parity with Windows and Android guidance.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased