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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by presenting Windows instructions and references before Linux equivalents, omitting detailed Linux walkthroughs in several sections, and focusing on Windows-specific tools (such as Control Panel and Task Manager) for validation. Linux instructions are often relegated to brief notes or links, lacking parity in detail and visual aids.
Recommendations
  • Provide step-by-step Linux instructions alongside Windows instructions for manual driver installation, including explicit commands and screenshots where applicable.
  • Include Linux-specific validation steps (e.g., using nvidia-smi, lshw, or other CLI tools) with examples and screenshots, not just links.
  • Mention Linux support and limitations in VM size tables and usage scenarios, not only as parenthetical notes.
  • Balance the order of presentation: present Windows and Linux instructions in parallel or alternate order, rather than always listing Windows first.
  • Add Linux equivalents for Windows tools (e.g., show how to check GPU usage with nvidia-smi or glxinfo instead of only Task Manager/NVIDIA Control Panel).
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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
2026-01-11 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased