A runtime monitor observes proposed transitions and blocks or escalates ones that violate a machine-checkable invariant. It complements, rather than replaces, design-time verification.

Runtime Monitors Enforce Critical Invariants

High-level principles become useful only when mapped to node permissions, route guards, evidence requirements, escalation, tests, and accountable owners. Conflicting principles require an explicit resolution process.

Constitutional Graph Governance Maps Principles to Enforcement

A formal tool contract specifies preconditions, postconditions, side effects, failure modes, and authority. Planners can compose tools only when one action establishes the next action's needs.

Formal Tool Contracts Support Verifiable Planning

Neural components propose representations or scores while symbolic components enforce relations, constraints, or proofs. Interfaces must preserve uncertainty rather than convert predictions into unquestioned facts.

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