AI is a tool and using it well takes skill
- ID
- 34735
- Status
- summarized
- Published
- 13 Oct 2026, 5:40 AM
- Fetched
- 13 Oct 2026, 2:21 PM
- Provider
- Hacker News
- Category
- dev-community
- Original URL
- https://yyhh.org/blog/2026/10/ai-is-a-tool/
- Source URL
- https://hnrss.org/best
Summary
- Score
- 6.0
- Created
- 13 Oct 2026, 2:22 PM
- Tags
- Audience
- developersvibe_codersai_ml_learners
What happened
A yyhh.org post published 2026-10-12 responds to Rich Hickey's October 11, 2026 essay "'AI' is Not a Tool," which argued LLMs are automation rather than tools because they cannot be wielded. The author counters that automation can be a feature of a tool — a compiler translates code and a spreadsheet recalculates without step-by-step direction — so automatic text generation doesn't disqualify an LLM from being a tool, and that the real variable is operator skill: asking good questions, judging evidence, and correcting output. The post also criticises the AI industry's anthropomorphic vocabulary, and the Hacker News thread drew 322 points and 269 comments.
Why it matters
The concrete workflow described — ask an LLM to explain unfamiliar code, challenge that explanation, inspect the source, test a proposed change, reject it, refine the request — is a review loop you can hand to a junior or vibe coder instead of choosing between a blanket ban and blanket trust. If your team is stuck debating whether AI 'is a tool,' this reframes it as which tasks need that verification loop and which don't. It is an opinion essay with no measurements or code, so treat it as an argument to settle internally, not as evidence that changes any tooling decision.
Discussion angle
Use the compiler/spreadsheet analogy as a live test: ask each person to name one task they delegate fully to an LLM and one they refuse to, then check whether the difference is really about skill or just about stakes — that's the line Hickey and the author disagree on.