The AI-augmented standard

What a family of repositories on AI-augmented work shares, as far as the evidence goes. A claim about a person and a model is set against each alone, and every member states its scope in a table, once. It extends reader-ergonomics: read that one first. This page adds only what a person, a model and a machine on one project change.

Grades mean what they mean in reader-ergonomics: measured, supported with caveat, convention, not supported. Each principle states its grade and never claims more.

How to use it

  1. Pick the shape from shapes/, and name it in the document with a **Shape:** line that links it.
  2. Write to the principles below, and to those of reader-ergonomics, which still hold.
  3. Check: run the standard's checks on the repository. scope-table reads each document that declares the shape, three-arms reads every table, and scope-overlap compares the members.

Principles

Claims: saying that a person with a model does better

Principle Claim Grade
Compare with each part alone a claim that a person with a model does better sets the combination against the person alone and the model alone. measured for the finding that a combination does worse, on average, than the better part alone (106 experiments, secondary); convention for the rule that every claim carries the three arms

Scope: what each member of the family owns

Principle Claim Grade
One owner per claim a thing is in the scope of one member of the family, and every other member links it. convention, argued from the standard's one-place-per-fact principle; untested for scope tables
A scope table says why a member's scope is a table of in, later and out rows, and every row says why. convention, untested

Where the evidence is

Every principle links its review in evidence/, and every work cited is listed once in the bibliography.