Should a text detector influence trust in a DIY project write-up?

[ethanjamescolez]

I have a question about written project logs and repair advice in a DIY community.
If a renovation summary, troubleshooting post, materials list, or step-by-step project note receives a high AI detector score, should that change how readers evaluate it?


A detector examines the submitted text, not the property or finished work. The score is probabilistic, can include false positives and false negatives, and cannot prove who wrote the post. It also cannot show that the project was completed, that measurements are correct, or that advice complies with the rules for a particular location.
DIY writing can be repetitive for legitimate reasons:

• product and component names recur across each troubleshooting step
• dimensions, quantities, and model numbers use fixed formats
• building-code and manufacturer terminology needs precise wording
• project logs often repeat observation, action, and result
• translated instructions may use consistent sentence patterns
• quotations from manuals or standards require attribution and context

Better evidence would include original photographs, measurements, plans, manufacturer instructions, permits or inspection records where relevant, and a clear account of the result. Electrical, gas, structural, asbestos, and other high-risk work may require a licensed professional. A detector score cannot make unsafe guidance reliable or substitute for local code review.
Disclosure: I work on a small text detector/reporting workflow, but I am deliberately not naming or linking it. This is a project-documentation and moderation question, not a contractor advertisement, product pitch, or request for traffic.
Would you ignore the score, or use it only as a private prompt to request clearer evidence and sources before relying on a project claim?