Architectural Integrity Regulations (AIR)
AIR (Architectural Integrity Regulations) is an internal normative layer for self-modifying architectures. In the MAS perspective, a system may update not only its states, but also the rules and meta-rules that generate those states. AIR addresses the non-trivial question: how can architecture-level change remain coherent, traceable, and stable under real constraints?
What AIR is
AIR is an internal integrity layer: a normative scaffold that constrains architecture-level change by invariants,
admissibility conditions, and auditability requirements.
It functions as an internal meta-regulator that turns the capability for self-change into a controlled, auditable,
and reproducible practice.
Three planes
Conceptually, AIR separates three planes: (i) operational execution of current rules,
(ii) the meta-level that proposes and evaluates rule changes, and (iii) the integrity layer that defines which changes
are admissible and what must remain invariant.
Typed change
The core idea is simple to state and hard to implement: allow beneficial meta-changes, but only if they preserve architectural identity
and do not push the system outside a stable region of behavior.
AIR therefore treats “change” as a typed object with explicit pre-conditions and post-conditions, tested within defined observation windows
and resource budgets. As an intuition: a rigorous change-control discipline that enforces invariants and traceability across architecture updates.
Conceptual scope
AIR frames integrity in terms of: (i) invariants preserved across architecture updates; (ii) admissible classes of change
(from parameter shifts up to structural rewiring); (iii) observation and verification windows in which correctness is evaluated;
and (iv) auditability and provenance—the ability to reconstruct why a change was made and what it affected.
Why it belongs in “Intelligence”
AIR frames integrity in terms of: (i) invariants preserved across architecture updates; (ii) admissible classes of change
(from parameter shifts up to structural rewiring); (iii) observation and verification windows in which correctness is evaluated;
and (iv) auditability and provenance—the ability to reconstruct why a change was made and what it affected.
Beyond a single system: Inter-AIR
Mature architectures rarely exist in isolation. AIR generalizes to regulated interaction between architectures via a compatibility layer:
shared invariants, controlled cross-system influence, symmetric audit anchors, and explicit escalation/rollback semantics when reglaments conflict.
This is the difference between “systems connected” and “systems safely composable”.