Debating the Distinction Between AI Automation and Traditional Tools
October 12, 2026
The author argues that LLMs function as tools despite their unpredictability, requiring human skill to direct, interpret feedback, and correct errors. The distinction between automation and tools is framed as a false dichotomy, as automation can be a fundamental feature of a tool.
HOW THIS AFFECTS YOU
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founderThis framing suggests that user expertise and prompt engineering remain critical competitive differentiators for AI-native products.