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

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 Linux-specific examples in several sections, and focusing on Windows tools (such as Control Panel and Task Manager) for validation steps. Linux instructions are often relegated to notes or links, rather than being presented as first-class, step-by-step guidance.
Recommendations:
  • Provide parallel, step-by-step Linux instructions alongside Windows instructions in all relevant sections, not just as notes or external links.
  • Include Linux-specific validation steps, such as using nvidia-smi or lshw, with screenshots where appropriate, similar to the Windows Task Manager and Control Panel examples.
  • Explicitly mention Linux support in all tables and descriptions, clarifying which VM sizes and drivers are supported on Linux.
  • Where Windows-only features or limitations exist (e.g., certain visualization GPU sizes), clearly state this early and provide Linux alternatives or workarounds if available.
  • Balance the order of presentation so that Linux and Windows instructions are given equal prominence, or alternate which OS is presented first in each section.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased