AXIOM 7 Variety Generation and Control Mechanisms

When variety emerges in a system, it necessarily operates within control mechanisms (physical, structural, normative, relational) that constrain and regulate its behaviour.
These control mechanisms may be pre-existing (activated by the new variety) or develop in response to it.

Explanation:

New variety emerges within multiple types of constraints:

  • Physical (resources, natural laws, material limits)
  • Structural (existing organization, hierarchies, boundaries)
  • Normative (rules, norms, cultural expectations)
  • Relational (effects on other system elements)

These mechanisms regulate new variety without necessarily requiring feedback loops or deliberate design. They may be:

  • Feed-forward controls (threshold responses, policy triggers)
  • Constraint-based controls (budgets, physical limits, laws)
  • Emergent regulatory responses (new rules, organizational adaptations)

Implications:

Systems that generate variety without considering control mechanisms risk:

  • Unintended constraint activation (triggering rigid pre-existing controls)
  • Dysfunctional control emergence (ad-hoc responses that impede development)
  • Excessive constraint (new variety suppressed before it can mature)

Effective design of variety-generating systems includes intentionally creating control mechanisms that channel variety productively.