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
⚠️ windows_tools
⚠️ powershell_heavy
⚠️ missing_linux_example
Summary:
The documentation exhibits a Windows-first bias: Windows instructions and tools (such as Control Panel, Task Manager, and NVIDIA Control Panel) are described in detail with screenshots, while Linux instructions are referenced via links without in-page examples or screenshots. Windows validation steps are explicit, but Linux validation is only linked. There is also a lack of parity in tool mention and step-by-step guidance for Linux users.
Recommendations:
  • Provide in-page, step-by-step Linux instructions for driver installation and validation, not just external links.
  • Include screenshots of Linux tools (e.g., nvidia-smi output, relevant desktop environment GPU settings) analogous to the Windows screenshots.
  • Mention Linux tools (such as nvidia-smi, lshw, or system monitoring utilities) for GPU validation, similar to Task Manager and NVIDIA Control Panel for Windows.
  • Present Windows and Linux instructions in parallel sections, or at least alternate which OS is presented first in each section.
  • Explicitly state when steps are identical or different between Windows and Linux, to help users understand OS-specific nuances.
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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 ❌ Biased
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