A framework for genuine collective decision-making — built on community values, demonstrated contribution, and transparent accountability.
Most communities — housing cooperatives, NGOs, professional associations, civic DAOs — make collective decisions through two imperfect mechanisms: formal voting, where every voice counts equally regardless of knowledge or stake, or informal hierarchy, where the loudest or most senior person prevails. Both methods produce decisions that often feel unfair, unwise, or both.
ISR is a framework for doing better. It gives each member an influence weight on each specific issue that reflects how directly they are affected by it, what relevant knowledge they bring, and how their past actions align with the community's own stated values. The calculation is transparent, contestable, and recomputed fresh for every decision.
ISR does not replace law. It works in the space that law, contracts and statutes leave open: the many decisions a community has to make that no rule settles. Anything decided with its help must be implemented within applicable law.
ISR did not emerge from a technical idea. It emerged from a diagnosis: large, educated, interconnected societies keep making decisions that most of their members consider bad, and the structures meant to prevent this — representative democracy, formal institutions — are visibly failing to do so at the scale and speed the present requires.
The framework draws on Hannah Arendt's concept of the Space of Appearance — the political realm that comes into being only when distinct people gather, speak, and act together on matters of genuine common concern — and asks what it would take to restore that space in communities of any size, using the computational tools now available. ISR is built on a belief that AI should expand human political agency, not substitute for it.
Read the 📖 Philosophy, 🧑🤝🧑 Sociology and ⚖️ Augmented Democracy: ISR & H.Arendt articles