Agree the authorship evidence before asking someone to prove it
A clear AI-use policy should explain what assistance is allowed and what process records are proportionate. A late suspicion should not invent the evidence standard.
My rule for an AI-authorship policy is to define the evidence before the dispute. Asking someone to prove how a finished work came into existence is much harder when nobody agreed what records to retain or what assistance was permitted.
Brightstars’ published policy requires declarations about AI use in text, translation and interior visual material. It asks about the extent of use and the system involved. The publisher also says an automatic tool alone does not constitute absolute proof.
A prospective declaration is a better starting point than an accusation based on how a passage feels. I would add a proportionate process record and a clear review procedure. The declaration states what the creator says happened; the record can help a reviewer examine that account.
Define assistance in the terms people actually use
“AI was involved” can mean spelling suggestions, an outline, a translated passage, generated prose or a substantial rewrite. An approval form that reduces those activities to one checkbox leaves the most important interpretation until after submission.
The policy should say which uses are allowed for the work being commissioned and which require disclosure or prior agreement. It should also say what happens when a tool combines several functions. People should not have to infer the rule from an ambiguous product name.
I would avoid pretending that a clean version history proves no outside tool was used. It can establish part of the development sequence. It cannot account for every action taken outside the recorded environment. A record is useful evidence with limits, rather than a certificate of human origin.
The same caution applies to missing records. A writer who never had a duty to preserve prompts or drafts should not automatically be treated as deceptive because those records are absent. The review needs to distinguish an unmet agreed requirement from a standard invented after suspicion arose.
Make the record modest and useful
For a hypothetical commissioned essay, I would agree on a short process note, a few meaningful draft checkpoints and disclosure of substantial generated contributions. The purpose is to explain the work’s development, not to demand surveillance of every keystroke or indefinite retention of private brainstorming.
An editor could review the process note at an early checkpoint, while a misunderstanding is still easy to resolve. If the author interprets permitted language assistance differently from the publisher, that difference should be discussed before the final manuscript and commercial expectations harden around it.
Access and retention deserve explicit limits. A working draft can contain personal material, unused ideas or confidential research. Collecting everything merely because it might someday be useful can create a new burden without producing decisive evidence.
Recent reporting on an authorship dispute illustrates how quickly suspicion can become consequential. The allegation is contested, and the complete underlying evidence is not public. I would not adjudicate it from commentary, a detector result or excerpts of a creator’s records.
This is an editorial process proposal, not a legal determination of copyright or compliance with a particular publishing contract. Different publications can adopt different rules about assistance. The essential requirement is that the rule and the evidence standard be understandable in advance.
The fairer process is also the more useful one: explain the permitted practice, collect only what helps review it and preserve uncertainty where the record cannot settle a question.
Set the authorship rule and proportionate evidence requirements before creation begins; a late suspicion should not invent either one.
