Parasitic Mimicry of Meaning

When a large language model uses the word 'justice,' the word arrives freighted with intersubjective weight from centuries of human engagement—legal precedents, philosophical arguments, moral intuitions, lived experiences of injustice overcome or endured. The model deploys the word with contextual sophistication: distinguishing justice from mercy, connecting it to fairness and equity, embedding it in arguments following patterns of genuine reasoning. The output reads as though a mind that understands and cares about justice produced it. But the model does not understand justice, care about justice, or have stakes in whether justice prevails. It processes patterns derived from millions of genuine participations—the residue of human engagement with the concept—and reproduces surface features without comprehending them. This is parasitism in the precise biological sense: one entity (AI) feeds on resources (meanings) produced by another entity (human intersubjective community) without contributing to the resource's production or maintenance. The parasite extracts benefit without reciprocity.