The machineNine rules about automation
RefRuleWhy it exists
A1Never backfill first
Turn the ongoing process on at a volume a person can actually read, correct it, and only then go back and fill in history. A hundred records processed in one run cannot be audited by anybody.
A2Separate writing from checking
Different stage, different context. A model checking a draft it just wrote is checking a view it has already formed, and it will clear its own faults.
A3Mechanical checks beat inferential review
If a script can detect a fault without judgement, a script should. A rule that lives only in a document is passive and gets forgotten under load.
A4Load the rules as an editing layer
Front-loading a style guide into the writing prompt contaminates the output. The remnants are invisible in one piece and obvious across ten.
A5The machine narrows, the person decides
Prepare evidence at scale, then route the call to a named human with the evidence attached. A model produces candidates, never findings.
A6A cheap model cannot check copy
Deciding whether a subject can perform an action is not cheap classification work. A small model will clear five planted faults and then flag every sentence of a real draft.
A7A silent restart against stale state produces wrong work
Any process that resumes itself without a person confirming the state will eventually produce confident output built on something that changed while it was asleep, and no alarm will fire.
A8An unverifiable verdict is not a verdict
Where a step needs judgement the machine cannot supply, route it to a person rather than letting a confident output stand in for one.
A9Learn from what went right, not only from corrections
A system that only records mistakes improves when things break and never when they work. After good work, ask what the procedure actually was and write it down.