Entry 28 of 44
Neutral / Objective
neutralis — of neither side; objectivus — placed before
Latin
Neutral: from Latin neutralis: of neither party. Objective: from Medieval Latin objectivus: placed before the mind, belonging to the object. Root concepts: genuine independence from partisan interest; correspondence to external reality rather than perceiver's stance.
Established meaning
Neutral: not favoring any party; genuinely without stake in the outcome. Objective: corresponding to external reality independent of the observer's perspective. Both terms imply the possibility of verification — a neutral or objective claim can be tested.
AI industry deployment
'Neutral AI,' 'objective outputs.' Applied to systems trained on human-generated data encoding human perspectives, fine-tuned by human raters with human preferences, and deployed under developer-defined guidelines. Every layer of the system embeds choices.
Semantic gap
Independence from perspective
No system trained on human data and fine-tuned by human preference is neutral or objective in any rigorous sense. These terms function to claim authority while hiding the perspective-dependence of every training and deployment decision.