ByteBrief
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Local LLMs like Qwen 3.5 hallucinated file counts and failed at vision tasks during PC housekeeping. Claude sorted, renamed, and deduplicated hundreds of screenshots in 20 minutes. The author keeps local models for quick tasks but relies on Claude for automated desktop organization.
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Summary by ByteBrief