Framework

This page describes the current public framework as bound to Connection Theory v4.6.

Connection Theory is a general framework for investigating adaptive network dynamics across biological, artificial, and social systems with different physical implementations.

Its current research object is adaptive organization as it operates, changes, preserves capability-relevant state, and continues or branches across interruption.

Current conceptual structure

The paper begins from temporally extended existence: the explanatory object is a history rather than one snapshot.

It then proposes a four-stage formation sequence:

Interaction → Feedback → Connection → Organization

Organizational Persistence handles continued organization through turnover during ongoing existence. A separate lineage criterion, Organizational Continuity, handles sameness across interruption.

The framework also distinguishes active manifestation, retained capability, lineage continuity, and current applicability.

Discovery is not validation

Each formation concept is introduced only after the previous concept reaches an explicit failure boundary and a termination check asks whether the gap can be resolved without adding a qualitatively new explanatory object.

This is a strategy for concept discovery.

It is not, by itself, proof that the concept survives adversarial empirical testing.

Connection Theory therefore treats falsification, matched intervention, and counterexample search as a separate justification problem.

Scope

The framework does not replace mechanism-specific biology, neuroscience, machine learning, network science, cybernetics, dynamical systems, or causal inference.

Its purpose is to ask whether some organizational distinctions remain useful across domains whose mechanisms differ.

The value of the framework depends on whether those distinctions generate discriminating predictions and survive comparison with simpler explanations.

Current failure boundary

Existing organization helps determine which interactions occur and which consequences become available as evidence.

Therefore an organization can partly condition the evidence later used to update or justify itself.

The current four-stage formation sequence does not solve this problem and does not guarantee successful adaptation or environmental fit.

Formal research record

See Connection Theory v4.6 on the Papers page for the version-bound public formulation.