AI Uncovers Hidden Bloat in Windows 11, Revealing 50GB of Unnecessary Files

Windows 11, despite built-in tools, can accumulate significant amounts of unnecessary data over time – apps, temporary files, and outdated system components.

Experiment Uses AI to Identify Hidden Waste

Collaborator Joe Rice-Jones of XDA Developers utilized Claude Code, an AI from Anthropic, to analyze his Windows 11 installation. The system often hides these elements from the user, making a thorough cleanup challenging.

Claude Code’s Insightful Approach

Unlike traditional cleaning tools, Claude Code didn’t just identify space-consuming files. It provided context, explaining the purpose of each element and whether it was truly necessary. Rice-Jones had to feed the AI information about the system, including applications, files, and components, for it to analyze.

Significant Findings and Caution

The AI uncovered over 50GB of potentially unnecessary data, including remnants of software and outdated components. Notably, many of these elements were difficult to locate using standard Windows tools. However, experts caution that blindly deleting files using AI can lead to system instability.

AI as an Assistant, Not a Replacement

The experiment highlighted the potential of AI to identify hidden bloat, but it’s crucial to understand the function of each element before deleting it. Windows contains numerous files and services whose purpose may not be immediately apparent to the average user.