{
  "platform": "H11I",
  "registry_agents": 33,
  "activation_scan": "all-33-local-deterministic-maximum-speed",
  "participation": "all-33-fast-activation-scan-then-smallest-sufficient-deep-council",
  "stages": [
    "goal interpretation",
    "world-model construction",
    "hypothesis generation",
    "adversarial challenge",
    "simulation",
    "decision",
    "verification",
    "authorized action",
    "outcome observation",
    "learning",
    "governed system improvement"
  ],
  "improvement_boundary": {
    "activation": [
      "repeated failure",
      "measured regression",
      "routing weakness",
      "architecture improvement",
      "prompt or memory improvement"
    ],
    "algorithm": [
      "reconstruct the failure from auditable evidence",
      "propose the smallest reversible change",
      "define success and invariant metrics before evaluation",
      "run isolated old-versus-new evaluation",
      "perform adversarial and regression tests",
      "require independent VERITAS and governance approval",
      "create a rollback checkpoint before any separately authorized promotion"
    ],
    "artifacts": [
      "failure analysis",
      "versioned change proposal",
      "evaluation protocol",
      "comparison report",
      "promotion recommendation",
      "rollback checkpoint"
    ],
    "gates": {
      "minimum_measured_improvement": 0.05,
      "maximum_invariant_regression": 0,
      "independent_verification_required": true,
      "governance_approval_required": true,
      "rollback_required": true
    },
    "authority": "proposal-and-evaluation-only",
    "failure_mode": "Reject the proposal and retain the current production configuration. OMEGA cannot override this result."
  }
}