·16:41·

The cure for AI slop is a 1986 aircraft manual

AIWritingClaim TestAgent Skills

Everyone is fighting AI slop one word at a time. No em dashes, stop saying delve, never open with "in today's fast-paced world." It does not work, and a thread with 2.2 million views claimed the real fix was already written: ASD-STE100, a controlled-English standard built in the 1980s so that a non-native aircraft mechanic could never misread a repair manual. Fifty-three rules, a dictionary of about nine hundred approved words, one meaning per word. Unlike "write clearly," every rule is machine-checkable.

So I mined the spec, distilled it into an agent skill, wrote a linter for the mechanical subset, and ran the test nobody had run: six realistic engineering writing tasks, four conditions, two models, scored as violations per hundred words. The banned-words list everyone uses came last. Here is the whole result:

ConditionClaude sonnetgpt-5.5
baseline4.363.54
banned-words list4.21 (−3%)2.14 (−40%)
Orwell's six rules2.48 (−43%)1.69 (−52%)
STE skill1.12 (−74%)1.76 (−50%)

Give a model an actual writing system and slop drops by half or more, on both models tested. The honest caveat is in the episode and in the data below: the vivid "banning words does nothing" number is Claude-specific, n is six, and STE fixes the form of writing, not whether you had anything to say.

Chapters

  1. 0:00The claim
  2. 0:46How this started
  3. 2:14What slop is
  4. 3:56What STE is
  5. 5:53Rule by rule
  6. 7:12Before and after
  7. 8:34The human evidence
  8. 10:13The test
  9. 13:44How I use it
  10. 15:11The verdict

The kit

Everything the episode promises in the description — the skill, the linter, and the full test data. Read it here or clone the folder.

The Kit

Sources