expulp Verdict

Weekly ranking, Technology

bliki: LLM Voice

Martin Fowler, martinfowler.com, Technology

66Fresh Voice

A thoughtful practitioner's case for writing your own prose, with familiar arguments made concrete by personal practice and specific exceptions.

What it adds

Treats LLM voice as a human reader reaction rather than a detection problem. It argues that even undetectable LLM prose is a loss because it outsources thinking, and it marks out principled exceptions such as disability and bureaucratic documents.

Claim by claim

  • 5 the author's own
  • 2 an AI would say
  • 0 known elsewhere
  • 9 common knowledge

Its strongest original claims

  • The author knows a case where an LLM first draft showed no LLM Voice after a professional editor at a major periodical cleaned it up.
  • The site's policy requires authors to declare how they used AI, for transparency and to teach readers useful uses.
  • The author uses AI only as a search tool when writing, verifying information at the source.
  • Jim Highsmith uses an LLM to write to overcome Parkinson's disease, a justified exception.
  • Michael Nygard: in bureaucratic writing you communicate with a process, the reader being a component in a cybernetic organism.

Scored by Expulp Verdict for what the piece adds beyond what is already known and published. The full verdict shows every claim with its reasons. Leaderboard, what Verdict gets right and where it is weak.