Allen developed this framework in direct engagement with the American civic tradition, but she did not invent its terms. The insistence that equality is constructed rather than discovered runs through Mills's sociological imagination, Sen's capability approach, and the recognition-theoretic tradition Honneth has developed. What Allen added was a specifically institutional reading of the Declaration that treated the document as a model of democratic deliberation rather than a static set of propositions.
The framework carries unusual weight for the AI debate because it refuses the question most commentary begins with: is AI good or bad for democracy? Allen's prior question is sharper: does AI expand or contract the practice of equality? The answer depends not on the technology's capabilities but on the institutions through which those capabilities are deployed. A tool that lowers the barrier to building can produce genuine democratization under one institutional configuration and intensified domination under another. The technology does not determine the outcome. The institutional architecture does.
This is why Allen's framework reads as both diagnostic and demanding. It diagnoses the gap between what democratic societies declare and what they deliver. It demands the institutional labor required to close that gap—labor that cannot be shortcut through technological optimism or deflected through technological pessimism. The gap is real, measurable, and closable only through the patient work of building the structures that make the declaration substantive.
For the AI moment specifically, the framework insists that formal expansion of access is not the same as substantive equality. The democratization of capability that Edo Segal celebrates in You On AI is genuine but incomplete—a first step that requires institutional construction to become democratic in practice rather than merely in declaration.
Allen's 2014 book Our Declaration: A Reading of the Declaration of Independence in Defense of Equality developed the framework through close reading of the founding document. The 2023 Justice by Means of Democracy extended it into a full theory of power-sharing liberalism. The application to AI emerged in her 2021 paper 'How AI Fails Us' and her 2025 'Roadmap for Governing AI'.
Intent, not description. The Declaration's claim that all are created equal is a commitment to construct equality, not an observation that it already exists.
Institutional labor. Closing the gap between declaration and practice requires the patient building of structures that channel collective life toward equal participation.
Never finished. The practice of equality has no completion point; the quality of a democracy is measured by whether it is actively working to narrow the gap.
Formal vs. substantive. Expanding access without building the conditions that make access meaningful produces declaration without practice.
Prior question for AI. Before asking whether AI helps or harms democracy, ask whether it expands or contracts the practice of equality through its specific institutional deployment.