GOALS.8:6 - Bias-Annotation

Visible output can conceal helping, care, coordination and unequal opportunity. Interpret the evidence in the actual work configuration. Participants’ preferences about recognition and disclosure differ. AI-generated work changes attribution and the relevant human contribution; it does not erase that contribution or establish it automatically.