THE PHYSICAL LAWS
This framework underpins two books currently in development: On the Origin of Physics by Means of Immanent Causation; Or, The Necessity of Coherence in The Unified Field and World Destroyer’s Handbook: The Thermodynamics of Human Coordination: A Unified Metabolic Theory of Human Social Behavior.
Animal Taggart, 1/14/2026
The physical laws constitute a unification of the sciences deriving organizational, biological, and epistemological constraints from thermodynamic primacy. Each law is either foundational or forced as a necessary consequence from the others. These laws apply identically across all scales of organization because they describe physical necessity rather than domain-specific phenomena.
Each law excludes entire classes of physical descriptions. To reject a law requires exhibiting a physically real counterexample, not proposing an alternative interpretation. Interpretive disagreement does not constitute refutation. A law is falsified only by demonstrating a physically real system that violates its stated constraint.
I. Foundation
What cannot be otherwise. These fix ontology and eliminate static or externally imposed structure.
THE LAW OF IMMANENT CAUSATION
Reality is self-determining. Physical structure exists as the fixed point where field configurations both extremize and determine their own action functional: δ_Φ 𝒮[Φ; Φ] = 0. There are no external laws—reality generates its own constraints. There is no external container—space is the field diffuse, mass is the field concentrated, gravity is the gradient between them. The field does not exist in space. Space is what diffuse field looks like.
THE LAW OF COHERENCE
All structure is dissipative. Organization persists only through continuous gradient processing maintaining internal consistency with constitutive physical constraints. What we think of as laws of physics are local gradient dynamics—reality maintaining coherence with its own causality. Equilibrium does not exist in physical reality—it is an accounting approximation. Structure is sustained energy flow, not static configuration. Loss of coherent gradient throughput equals dissolution.
THE LAW OF ASYMMETRY
Identity is inadmissible. a ≠ a.
THE LAW OF TRANSFORMATION
Time, change, and entropy are different words for one phenomenon: the transformation of energy.
II. Thermodynamic Constraints
What any admissible realization must exhibit. These are not assumptions; they are forced once structure is physical and finite.
THE COHERENCE BOUND
(Quantitative constraint on Coherence)
All structure is sustained gradient flow. A structure can persist only if the rate of usable free-energy dissipation is sufficient to regenerate the structural constraints that channel that dissipation. Structural coherence carries an irreducible energetic maintenance cost. When available energy throughput falls below this cost, coherence cannot be preserved and structure must degrade, simplify, or dissolve.
Ė_free ≥ k·Ī_struct
Where Ė_free is the rate of usable free-energy throughput, Ī_struct is the rate of structural information maintenance (the energetic cost of preserving the constraint configuration), and k is a proportionality constant set by physical implementation. This bound is rate-based, not cumulative. Structural stability consists in the moment-to-moment satisfaction of this inequality. When the bound is violated, systems must shed structural information—losing precision, control, and identity—or dissolve entirely.
THE PRINCIPLE OF UNIFORM ADMISSIBILITY
(Corollary to Coherence)
Any structure that yields measurable values across space and constrains local physical behavior must satisfy the same finite-energy admissibility conditions as other physical structures. If any element is treated as exempt, that exemption must correspond to an observable physical distinction. Absent such a distinction, the exemption is arbitrary.
THE PRINCIPLE OF PERSISTENCE
(Corollary to Transformation & Coherence)
Temporal persistence and thermodynamic throughput are identical. A structure’s lifetime is its total gradient processing. Duration is not a medium structures occupy; duration is cumulative transformation. Persistence measured linearly is time; persistence measured physically is entropy. Construction and dissolution are the same forward-directed process—continuous transformation generating different, irreversible energy configurations. To persist is to transform.
THE FIRST LAW OF THERMODYNAMICS
(Consequence of Immanent Causation)
Energy is conserved in all processes. The change in internal energy of a system equals the heat added to it minus the work done by it: ΔU = Q − W. Energy can transform between forms but the total remains constant. The First Law is a theorem of Gradient Field Theory: the field is self-contained, there is nothing outside to exchange with.
THE SECOND LAW OF THERMODYNAMICS
(Consequence of Transformation and Coherence)
Entropy of an isolated system never decreases. Heat flows spontaneously from hot to cold, never the reverse, without external work. All real processes increase the total entropy of the universe. Entropy is not a quantity that accumulates, it is the measure of energy transformation (Law of Transformation). Transformation cannot cease because uniform equilibrium is inadmissible, disequilibrium is eternal.
THE THIRD LAW OF THERMODYNAMICS
(Consequence of Coherence and Asymmetry)
As temperature approaches absolute zero, the entropy of a perfect crystal approaches a constant minimum. Absolute zero is unattainable through any finite number of processes.
THE ZEROTH LAW OF THERMODYNAMICS
(Measurement convention)
If two systems are each in thermal equilibrium with a third system, they are in thermal equilibrium with each other. This establishes temperature as a well-defined state variable. The Zeroth Law is a measurement convention grounded in the transitivity of operational indistinguishability below ε, not a physical law. It fails globally because global equilibrium is inadmissible (Coherence and Asymmetry).
III. Epistemic Constraints
What follows for cognition and modeling. Limits faced by finite embedded observers.
THE LAW OF REALITY ALIGNMENT
(Corollary to Immanent Causation)
Reality possesses determinate causal structure. All models exist on a continuum of alignment with this structure. The degree of alignment determines predictive accuracy and survival outcomes. Sustained misalignment produces corrective consequences through contact with physical reality.
THE COGNITIVE EVENT HORIZON
(Theorem of GFT)
Information processing has irreducible energy cost. Complete representation of physical reality exceeds any finite observer’s energy budget. All models are therefore compressions that discard structure. For embedded observers, models of sufficiently complex systems lie beyond a Cognitive Event Horizon (ε)—absolutely, thermodynamically inaccessible. This is a hard, physical limit. There are questions finite observers cannot even begin to ask.
THE PRINCIPLE OF SCALE-EQUIVALENCE
(Corollary to Immanent Causation)
No scale of observation or organization has ontological priority. Reality permits infinite refinement downward and infinite extension upward from any chosen resolution, such that all boundaries, units, and levels of analysis are pragmatic rather than natural joints in structure.
Corollary (Information-Theoretic): Signal and noise are observer-relative categories, not ontological distinctions.
Corollary (Reductionist Limits): Scale irreducibility reflects energy constraints, not ontological separation.
THE PRINCIPLE OF INTRINSIC ENTANGLEMENT
(Corollary to Immanent Causation & Scale Equivalence)
Variables are mutually constitutive—they don’t exist as separable components but as patterns within continuous structure whose identity depends on their relationships. “Controlling for X while varying Y” is incoherent since X and Y are constitutive of each other’s existence through their position in total field configuration.
Isolation encounters two insurmountable barriers: First, true isolation requires severing constitutive relationships—this changes what the phenomenon is. Background conditions don’t merely modulate effects—they determine which causal mechanisms can operate. A controlled context creates a different phenomenon than the natural context. Second, even pragmatic isolation for bounded prediction changes the system being studied. What we call “confounds” cannot be controlled away because they determine what the phenomenon is.
Two regimes must be distinguished: constitutive dependence, where altering context alters the phenomenon itself; and approximate modularity, where severed contextual relations introduce only negligible error within the precision of interest.
Experimental isolation succeeds when the information loss from severing contextual relationships doesn’t alter the causal mechanisms at scales relevant to the question being asked. Many controlled conditions preserve relevant causal structure despite constitutive transformation—these represent negligible rounding errors within experimental precision. However, this is pragmatic success within bounded domains, not validation of context-independence. The question is always whether the mechanisms operating in isolation match those operating in natural context, and this cannot be assumed.
Therefore: Complete isolation is impossible (mutual constitution), and attempted isolation transforms the target (contextual constitution). Causal mechanisms are not portable across contexts without transformation. Generalization from controlled conditions to natural contexts requires empirical demonstration that constitutive context can be neglected, not theoretical assumption of universality. Generalization requires empirical demonstration that constitutive context can be neglected. Portability is nontrivial and confounds are constitutive.
IV. Organization & Selection
What drives complexity. Applications to emergent, replicating, and competitive systems.
THE PRINCIPLE OF ENERGY PRIORITY
(Corollary to Coherence Bound)
All organization (informational, physical, or biological) exists only insofar as it provides energy return exceeding cost to persist. Structures with negative net energy yield cannot persist under thermodynamic selection pressure.
THE PRINCIPLE OF METABOLIC PRIORITY
(Corollary to Coherence Bound and Energy Priority)
Biological structures are subject to Energy Priority: they exist only insofar as they sustain energy return exceeding metabolic cost. Natural selection is thermodynamic selection pressure operating on heritable traits—not a separate biological principle but energy economics applied to replicating systems.
THE LAW OF SCALE-ANTAGONISTIC SELECTION
Reality is zero sum. Selection operates simultaneously at multiple nested scales (gene → cell → organism → group → population → species). Optimization at any scale necessarily degrades fitness at other scales because energy optimization at one thermodynamic scale creates disorder at adjacent scales. This antagonism is irreducible and constitutes the generative mechanism of evolutionary dynamics. Energy here cannot be energy there.
THE LAW OF METABOLIC ARBITRAGE
In systems with information asymmetry, organisms evolve to exploit energy gradients between deceptive signal manipulation and honest production. When D + V < P (deception cost + verification cost < production cost), selection favors truth-fitness divergence and parasitic extraction over resource generation. This applies both externally (deceiving others) and internally (self-deception).
THE LAW OF OBLIGATE DEPENDENCY
(Corollary to Metabolic Priority)
The metabolic cost of redundancy drives inevitable loss of capacity, creating irreversible dependency. Redundant capacity cannot persist under selection pressure—its elimination is thermodynamically guaranteed and creates obligate dependency on whatever made it redundant.
THE LAW OF COMPENSATORY ADAPTATION
(Corollary to Coherence & Second Law)
Any intervention in a complex system triggers systemic reorganization that maintains underlying thermodynamic equilibria. Systems adapt to preserve energy flow patterns, not stated purposes.
THE LAW OF STRUCTURAL EXPEDIENCE
(Corollary to Immanent Causation)
All structures are energy gradients, and those gradients will be followed according to physics, regardless of the structure’s intended purpose. Structures will be used in whatever ways they can be used, not as designed.