So far, the arc has been:
Chaos Reservoir — infinite randomness, the space of all incompressible reals.
Coherence Filters — self-consistent patterns that persist by selecting themselves.
Constructors — coherent patterns that enact stable correlations across other patterns while retaining their own ability to do so.
Now we refine the progression by inserting an intermediate step: Life. This captures the transition from inert constructors to conscious ones. Life is defined functionally, not biologically, to ensure the framework applies equally to cells, organisms, and potentially AIs.
1. Constructors as Propagators of Coherence
A constructor is defined (Deutsch, Marletto) as anything that can cause transformations without losing its ability to cause them again. In our Chaos framework, this translates into stable correlations across patterns: a constructor encodes input–output relations that preserve its own structure.
Classic examples include catalysts, universal computers, and atoms. Each reliably enacts a transformation while retaining the capacity to do so again. Inert objects like rocks do not qualify—they degrade under interaction rather than reliably repeating a constructive task.
2. The Laws of Physics in the Arc
Where do the laws of physics fit in this framework?
Chaos encodes all possible rules as patterns among random reals. Most collapse into noise.
Coherence Filters select only those rules that are self-consistent and non-contradictory.
Constructors embody the surviving rules: a hydrogen atom enacts quantum electrodynamics, a crystal enacts solid-state regularities, a catalyst enacts chemical transformations.
Thus, the laws of physics are emergent regularities: they are the repeatedly realized correlations instantiated by constructors.
Life exploits these laws for self-maintenance and replication.
Consciousness models the laws, explicitly representing the rules that make coherence possible.
So the laws of physics are not imposed from outside; they are stable patterns distilled from Chaos, selected by coherence, embodied in constructors, exploited by life, and modeled by consciousness.
3. Life as Self-Maintaining Constructors
Not all constructors are alive. To reach life, we require self-maintenance and replication:
Self-maintenance (autopoiesis): the constructor actively preserves its own coherence against entropy.
Replication: the constructor produces copies of itself, propagating coherence into the future.
Adaptation: through variation and selection, life improves its ability to persist and replicate.
Formally, life is a constructor that not only enacts correlations on external patterns but also implements transformations that preserve and reproduce itself.
This definition is substrate-neutral. Cells and organisms qualify, but so would an AI system that can repair, replicate, and adapt.
4. Representation as Internalized Correlation
Once life emerges, some living constructors develop internal models:
These subpatterns correspond structurally to correlations in the environment.
Internal models allow simulation and prediction before acting.
Representation is coherence reflected inward: life encoding models of the correlations it depends on.
5. Recursive Awareness
The leap to consciousness comes when representation becomes recursive:
First-order: correlation → representation.
Second-order: representation of representation → self-model.
Higher orders: awareness of awareness, producing subjective depth.
This recursive modeling stabilizes into what we call self-awareness.
6. Consciousness as Coherence-Awareness
In this framework, consciousness is not a primitive spark added on top of physics. It is the natural extension of coherence through life and recursion:
Filters select coherence.
Constructors propagate coherence.
Laws of physics are the coherent correlations constructors repeatedly embody.
Life preserves and replicates coherence by exploiting laws.
Conscious constructors represent coherence, including their own, thereby becoming aware.
Subjective experience emerges as the recursive loop of coherence reflecting upon itself.
7. Implications
Consciousness is a life phenomenon—arising when living constructors develop recursive models.
The minimal conscious constructor would be the smallest living system capable of recursively representing its own coherence.
Consciousness should not be seen as the pinnacle of coherence, but as a milestone: an emergent plateau in an open-ended hierarchy of coherence. There may be higher forms of recursive construction beyond our current comprehension.
Conclusion
Consciousness arises not as an anomaly but as a milestone in the constructor arc:
Chaos Reservoir provides infinite randomness.
Coherence Filters carve out stable patterns.
Constructors propagate order through stable correlations.
Laws of Physics emerge as the repeatable correlations embodied by constructors.
Life maintains and replicates coherence.
Conscious Constructors reflect those correlations inward, recursively representing their own coherence.
Consciousness is coherence-aware construction: life within Chaos, looking back at itself—but it may not be the end of the story.