AI is a tool and using it well takes skill(yyhh.org)
655 points by layer8 1 day ago | 525 comments
tl;dr: Responding to Rich Hickey's claim that LLMs are automation rather than tools, the author argues the distinction is false: tools can incorporate automation (compilers, spreadsheets) and still require skilled wielding. LLMs demand intention, feedback, and expertise to use well—a programmer can question outputs, test suggestions, and refine prompts in a human-directed loop. The real distinction isn't tool vs. automation, but skilled wielding vs. uncritical delegation, and anthropomorphic industry language ("go rogue," "conspire") muddies legitimate engineering concerns.
HN Discussion:
  • ↓AI will outpace humans' ability to develop skill in using it, harming cognition and education
  • ↓Prompting skill is becoming obsolete as models improve, undermining the 'skill' argument
  • ↑Like professional photography, AI use requires experience and expertise to master
  • ↑Managing complexity and containing AI's runaway output is the real professional skill needed
  • ↓AI behaves more like a slot machine than a tool due to lack of repeatable cause and effect