Target documented failure modes

Every structural mechanism – rotation, caps, redistribution triggers, stewardship pairs, participation budgets – should target a specific, empirically observed failure pattern, not a theoretical risk. Design against what has actually gone wrong in comparable networks.

The architecture is designed around four empirically documented failure patterns from comparable networks and movements:

• Invisible labour concentration burning out the most committed while the network believes it distributes power.
• Intermediate coordinating structures accumulating power and becoming obstacles to participation.
• Two-tier membership creating insiders and outsiders.
• Protocol-level decentralisation failing to prevent power re-concentration.

Each structural mechanism targets one of these observed failure modes. Critique and contemplation in every protocol exist precisely to make emerging problems visible – whose conflicts are processed and whose aren’t, where resources are concentrating, whether stewardship is actually distributed or just formally shared.

The architecture is itself a learning system: the first cycle is data, not verdict. The stewardship function exists to notice when these patterns emerge, and the generative cycle stalls when they go unaddressed.

Sources

• Informal power dynamics in structureless groups as documented failure pattern from Freeman (1972), “The Tyranny of Structurelessness”