TEH
Temporal dynamics
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RCM–TEH–PRS-AIS framework
The Expansion Hypothesis extends RCM by modeling how reflexive coherence stabilizes, reorganizes, degrades, contracts, fragments, or transitions across time.
Models the temporal viability, resilience, and adaptive range of reflexive organization without treating expansion as “more consciousness.”
The Expansion Hypothesis (TEH) is the dynamical layer of the broader RCM–TEH–PRS-AIS framework. It extends RCM by modeling how reflexive coherence stabilizes, reorganizes, degrades, contracts, fragments, or transitions across time.
RCM describes candidate structural and operational conditions for reflexive coherence. TEH asks how those conditions remain viable over time: whether reflexive organization becomes more resilient, enters a stable regime, contracts under perturbation, or loses coherence.
In this framing, expansion is not a metaphysical process and not linear growth of consciousness. It refers to changes in viability, resilience, flexibility, and adaptive range within reflexive organization.
The Reflexive Coherence Index (RCI) remains an operational proxy for reflexive coherence. Within TEH, RCI is treated as a local observable that can indicate changes in integration, operational self-modeling, reflexive causal coupling, and finite-window stability. It is not a direct measure of subjective experience and does not prove consciousness.
Ξ(t) is a theoretical dynamical construct representing the evolving viability, stability, and reorganization capacity of reflexive coherence across time. It is not a physical entity, not a phenomenological substance, and not a standalone proof of experience.
TEH uses Ξ(t) to reason about temporal profiles: whether local indicators of reflexive coherence become more stable, lose viability, enter bounded attractor-like regimes, or fragment under changing constraints.
Gain refers to processes that stabilize or extend reflexive coherence: improved integration, more effective self-modeling, adaptive coupling, recovery after perturbation, or increased temporal viability within a bounded window.
Dissonance is unresolved mismatch between global state, operational self-model, environmental constraints, and perturbational demands. It can signal pressure for reorganization, but it can also overload or destabilize reflexive structure.
Dissipation describes degradation, fragmentation, or loss of viable reflexive organization. It may appear as weakened coupling, unstable self-modeling, reduced recovery capacity, or dependence on external scaffolding.
An expansive regime indicates increased viability, flexibility, or adaptive range of reflexive organization. It does not mean that a system has “more consciousness”; it means that coherence can be sustained or reorganized across a broader operational window.
A stationary regime preserves viable reflexive organization without major expansion or contraction. It can be a stable operating condition rather than a failure to develop.
A contractive regime reflects narrowing temporal viability, reduced adaptive range, or weakened reflexive causal coupling. Contraction may be protective, pathological, or task-dependent, depending on context.
Consolidation describes stabilization after reorganization, when coherence becomes less dependent on transient perturbations. Fragmentation describes the partial loss of coordinated reflexive organization, where components may remain locally coherent but fail to sustain a viable global pattern.
Reflexive attractors are dynamically stable regimes in which reflexive coherence remains viable across temporal windows, with bounded variability and some recovery capacity after perturbation.
TEH expects non-monotonic behavior: systems may oscillate, overshoot, fragment, or re-consolidate. Attractors are therefore not static endpoints; they are temporally extended regimes whose stability must be evaluated across finite windows.
Meta-reflexivity is a higher-order dynamical regime in which reflexive coherence becomes sensitive to the conditions of its own temporal persistence and participates in modulating future coherence conditions.
In operational terms, meta-reflexive organization would not merely maintain coherence; it would regulate the conditions under which future coherence can remain viable, recover, or reorganize.
Contextual temporal stability is coherence maintained by external scaffolds such as prompt history, memory buffers, retrieval systems, or environmental context. It can support locally coherent behavior without demonstrating durable systemic organization.
Systemic temporal stability is stronger: reflexive organization is preserved or reconstructed across perturbation, partial context loss, delayed feedback, or changing input conditions.
TEH offers a cautious vocabulary for studying temporal organization without treating fluent behavior, local coherence, or apparent self-reference as evidence of consciousness. It asks whether reflexive organization remains viable across time, perturbation, and context change.
For artificial systems, this distinction matters because many systems may show contextual coherence while lacking systemic temporal stability. TEH therefore supports more careful comparison between scaffolded performance, durable reflexive organization, and genuinely open research questions.
The three pages form a connected route through architecture, temporal dynamics, and artificial-system interpretation.
RCM
Foundational architecture
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TEH
Temporal dynamics
Current page
PRS-AIS
Artificial systems
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/model for the structural conditions that TEH treats dynamically.