D.1:7 - Common Anti-Patterns and How to Avoid Them

Anti-pattern	What goes wrong	Repair
Neutrality theater	The work claims to avoid ethics by naming only technical evidence or method quality.	Recover the value concern or explicitly state that no ethical claim is being made.
Slogan ethics	Responsible, safe, humane, aligned, fair, or beneficial is used without affected parties and warranted use.	Name the affected parties, value concern, and intended claim; qualify the basis relied on.
Doctrine smuggling	A utilitarian, rights, duty, care, virtue, professional, or project-specific value frame is treated as obvious.	Name the value frame and the pattern for the stronger claim for any conflict.
Universal D.1	D.1 is used to decide mediation, bias, causal fairness, or assurance.	Use D.3, D.4, D.5, C.28, A.10, B.3, or the subject pattern.