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Applied AI·November 12, 2026·1 min read

I hoped local AI could save me time, but I spent all day getting nowhere

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Local AI still carries high integration and reliability friction—what you save on cloud fees you can easily lose in setup and workflow breakage. For most operators, the near-term play is hybrid: keep latency- and privacy-critical paths local, but don’t rip out cloud assistants that already work.