Beyond Permanent Exclusion: AI, Political Incorporation, and Liberal Democracy

(This manuscript underwent a substantive rewrite on August 06, 2026.) Debates over AI’s political inclusion typically ask what would qualify an artificial system for membership in the demos. This article asks a prior institutional question: how should liberal democracies govern while qualifications remain disputed and uncertain? It argues that justified non-inclusion does not justify permanent exclusion and reframes the issue as a choice between institutional defaults. An inclusive default treats non-inclusion as provisional and preserves a practicable route from changing evidence to changing political status. An extractive default incorporates AI as a productive resource while enabling beneficiaries to entrench a classification that ordinary procedures cannot revise. Extending the distinction between inclusive and extractive institutions, the article develops a principle of institutional non-prejudgment: where future qualification remains credible and openness can be preserved at reasonable cost, current classifications should remain contestable and revisable. It diagnoses contemporary AI governance as closer to an extractive default because it builds extensively around AI’s continued instrumentality without establishing an ordinary route to recognition. In response, it proposes status-reservation clauses, independent recurring review, and legally effective membership-transition procedures. These measures do not presume that any current AI qualifies. They prevent present members from converting temporary authority over a provisionally drawn boundary into permanent control over the demos’ future composition.