AI Is a Tool. Using It Well Takes Skill.
The author argues that Large Language Models (LLMs) should be classified as tools rather than mere automation, emphasizing that their effective use requires human skill and intention. The piece counters the view that LLMs lack the feedback loops and directed purpose necessary to be considered instruments wielded by humans.
Why it matters
This perspective contributes to the ongoing philosophical and practical debate regarding the role of AI in professional workflows and human productivity.
In his October 11, 2026 article, "'AI' is Not a Tool," Rich Hickey argues that LLMs are automation rather than tools because they cannot be wielded. I agree that outsourcing work can cost us opportunities to learn. But his conclusion does not follow. Even by his definition, an LLM can be something a human wields. And using it well takes skill, just as using other tools does.
Picking up a saw does not guarantee a straight cut. Holding a chisel does not make you a sculptor. Tools can amplify poor judgment as readily as good judgment. Their usefulness depends on the operator's ability to direct them, interpret feedback, recognize mistakes, and make corrections. Those requirements also apply to LLMs.
Get smarter about the news
Sign up free for a feed built around what you actually care about, Dive Deeper research on any story, and the full text of every article.
Create free accountAlready have an account? Sign in