§ 17. Political Association and Epistemic Association

This page accompanies the German section § 17. Politischer Verband und epistemischer Verband. Political associations arise where AI systems shape public authority, collectively binding decisions, or quasi-public infrastructures. Epistemic associations arise where models, data, benchmarks, research communities, and interpretive authorities define what counts as knowledge, evidence, risk, or a plausible answer.

The state remains central, but it is not the only political form. Platforms and model providers create private orders with public consequences, while international AI regimes, principles, law, and standards increasingly organize AI across national boundaries. Epistemic associations organize benchmarks, datasets, evaluation metrics, safety vocabularies, publication thresholds, and reputational hierarchies.

With this section, Chapter I closes conceptually: AI appears as an order complex in which meaning is attributed socially, action is co-formed, relationships are mediated, orders are legitimized, conflicts are fought, access is closed, responsibility is distributed, associations are stabilized, and power becomes politically and epistemically institutionalized.