Nature as Infinite Regress: A Unified
Framework of the Timeless Energy Principle
and the Collapse of Abstract Modeling
Kunal Kishor Verma Independent Researcher, India
Ian Beardsley Independent Researcher, USA
Abstract
We propose that Nature may be the manifestation of an infinite
regress of models, where every mathematical description of
reality inevitably generates a higher-order transformation that
escapes closure. Each model MMM of Nature evokes another,
T(M)T(M)T(M), that transcends it, yielding a limitless recursion.
This process defines existence itself: a continual emergence of
structure through self-referential regression. Building upon the
Timeless Energy Principle (TEP)which interprets the universe as
a self-transforming, a temporal energetic continuumwe
reformulate existence as the collapse of infinite abstraction. For
any finite model M
RM\in\math Cal RMR,
󰇛
󰇜

󰇛
󰇜

󰇛
󰇜
 and the sequence M,T(M),T2(M),…M, T(M), T^2(M),
M,T(M),T2(M), approaches no fixed point. Reality thus
persists as an unresolvable ontological regress, an eternal
transformation within a timeless energetic substrate. The
question of why there exists something rather than nothing remains
the most profound and unresolved inquiry in science and philosophy.
All physical modelswhether Newtonian mechanics, relativity, or
quantum theoryoperate within closed logical frameworks that
implicitly assume existence but cannot explain it. We propose that
this paradox is resolved when reality is viewed as the manifestation of
an infinite regress of models, where every possible theoretical or
mathematical description of Nature inherently generates a higher-
order transformation that transcends it. This unending recursion is not
a defect of cognition, but the very structure of being itself. Nature
continually evades closure, not because it is unknowable, but
because it is infinitely self-referential. Every attempt to define it
collapses an unbounded continuum of potential descriptions into a
single experienced reality analogous to the collapse of a quantum
wave function under observation. In this unified view, the Timeless
Energy Principle (TEP) defines the energetic substrate of all
recursion a self-existing, non-temporal continuum through which
existence perpetually renews itself. Infinite regress is therefore not a
logical fallacy but the fundamental mechanism by which the universe
sustains presence without an external cause. Existence emerges as
a self-collapsing abstraction a timeless equilibrium between infinite
potential and finite perception.
1. Introduction
The foundation of the Timeless Energy Principle (TEP) emerges
from the realization that energy is the primordial substrate of
existence timeless, self-existent, and self-transforming. All physical
structures from quantum fields to galaxies arise as transient
configurations of this eternal energy continuum. In the TEP model,
energy does not flow in time; rather, time itself flows within energy.
The central governing relation of this continuum is defined by
the Ξ-Equation:
󰇛

󰇜
 
󰇝
󰇞󰇝󰇛
 
󰇜󰇞

󰇝

󰇞󰇝

󰇞

󰇝

󰇞
󰇛
󰇜

Here,  denotes the invariant timeless energy density of the
universal field. The equation states that as time (ttt) and space (SSS)
expand, the produc maintains equilibrium with total
energy EEE, preserving the cosmic invariance of the field. This
invariance signifies that the universe does not lose or gain energy;
instead, it continuously redistributes it through transformation, giving
rise to matter, radiation, and consciousness as local manifestations of
one timeless essence.
This mathematical symmetry of energy, time, and space leads
naturally to the concept of Infinite Regress. For every model that
attempts to describe Nature (MMM), a higher transformation
T(M)T(M)T(M) emerges, just as the universe continually redefines its
energetic configuration while conserving the Ξ-field. The act of
defining, measuring, or observing therefore constitutes an energetic
phase transition a partial collapse of infinity into the finite.
In this sense, the TEP field acts as the substrate for the Infinite
Regress of Nature. The regress is not a paradox; it is the
mechanism of creation. The universe cannot stabilize into a final
model because it is self-referentially infinite.


.
Thus, the cosmos exists not through an origin in time, but through the
eternal balancing of energy, time, and space described by the Ξ-
equation. Creation is not an event but a state of continuous self-
realization, governed by the invariant symmetry of the Timeless
Energy Field.
In the TEPInfinite Regress synthesis, existence is understood as the
perpetual recursion of energy through form: an endless process
where the universe observes itself through transformation,
maintaining equilibrium in the constant Ξ the pulse of the timeless.
Assumptions
A1 (Well-defined coarse scales). A physical situation can be
summarized by a characteristic triple 󰇛󰇜󰇛󰇜󰇛):
EEE = total energy of the (coarse-grained)
system/region/beam,
ttt = characteristic temporal duration/curvature,
SSS = characteristic spatial spread/curvature (area or volume
chosen per context).
A2 (Independent dilations). At the coarse level, time and space can
dilate independently:
,
while total energy responds as E→ϵEE\to\epsilon EE→ϵE due to
redistribution across the dilated scales.
A3 (Existence of an intensive invariant). There exists an intensive
scalar Ξ\XiΞ that stays the same under joint timespace dilations; i.e.,
“regression/collapse” steps do not change Ξ\XiΞ.
We define the candidate intensive quantity:
 
󰇝

󰇝
󰇞󰇝
󰇞
󰇞

and now prove it is indeed invariant (constant) under the above
setting.
Proof I
Step 1 (start from definition).

󰇝
󰇞󰇝

󰇞

Step 2 (take log and differentiate).
  
󰇛

󰇜
 

󰇝
󰇞󰇛

󰇜

󰇝

󰇝
󰇞
󰇞󰇝
󰇞

󰇝

󰇝
󰇞
󰇞󰇝
󰇞

󰇝

󰇝
󰇞
󰇞󰇝
󰇞
  
󰇛

󰇜
  nvariance). Since 
󰇛󰇜    󰇝󰇞󰇛󰇜
󰇝󰇝
󰇝󰇞󰇞󰇝󰇞
󰇝󰇝󰇞󰇞󰇝󰇞
󰇝󰇝󰇞󰇞󰇝󰇞󰇞󰇛󰇜
 
Step 4 (integrate).
   
  
󰇝

󰇝
󰇞
󰇞󰇝
󰇞

󰇝

󰇝
󰇞
󰇞󰇝
󰇞

󰇝

󰇝
󰇞
󰇞󰇝
󰇞
  
  
so
E=C t S  Et S=Ξ=C=constant. \boxed{E=C\,t\,S} \quad\Long right
arrow\quad 󰇝󰇝󰇞󰇝󰇞
󰇝󰇞󰇞  .
Meaning. The fractional change in energy equals the sum of
fractional dilations in time and space, so EEE must scale as
 Therefore  conserved.
Proof II Vibrational (maximum-symmetry) derivation
Step 1. (Choose symmetry functional).
Consider the dilation-symmetric functional
󰇛
󰇜
  
󰇝
󰇞󰇛
󰇜

󰇛
󰇜
 
Step 2. (Stationery).
Demand  
󰇝
󰇞
 under independent
variations of , with one equilibrium constraint (i.e.,
one constant of motion).
Step 3. ( EulerLagrange / point wise calculus).
Stationary selects the proportionality
  

󰇝

󰇝
󰇞󰇝
󰇞

󰇝

󰇞
󰇞

 
Equivalent multiplier form. With
  
󰇛

󰇜

󰇝
󰇞

󰇛

󰇜

󰇛

󰇜
the EL conditions give 

󰇛
󰇜




󰇛

󰇜


󰇛
󰇜
Thus is the No ether-like conserved quantity associated with
joint timespace scaling symmetry.
Proof III Direct symmetry (finite rescaling) check
󰇛󰇜
     
 
󰇛󰇜
󰆒

󰇛

󰇜󰇛

󰇜

󰆒

󰇝

󰇞󰇝󰇛

󰇜󰇛

󰇜󰇞

󰇝
󰇞󰇝

󰇞
󰆒
󰇛

󰇜󰇛

󰇜

So Ξ\XiΞ is unchanged by any joint rescalingi.e., it is an invariant.
Consequences and checks
C1) Local dynamical law (time derivatives)
From





󰇝
󰇞


󰇝
󰇞


󰇝
󰇞



   
󰇛
 
󰇜
 󰇥 󰇥
󰇗
󰇝
󰇞
󰇦
󰇝
󰇞
 󰇥
󰇗
󰇝
󰇞
󰇦
󰇝
󰇞
 󰇥
󰇗
󰇝
󰇞
󰇦
󰇝
󰇞
󰇦

󰇗
󰇝
󰇞
󰇛
󰇗
󰇝
󰇞
󰇗
󰇝
󰇞󰇜
 
󰇛
 
󰇜
C2) Linear stability (small perturbations)
     

 󰇛 󰇜󰇝󰇞󰇝󰇞
󰇝󰇞󰇝󰇞
󰇝󰇞󰇝󰇞
󰇝󰇛󰇜󰇞 
󰇛 󰇜
Sois linearly stable under small space-time fluctuations.
C3) Dimensional consistency
If S=S=S= area (m2^22): Ξ\XiΞ has J/(s·m2^22) = W/m2^22
(flux density).
If S=S=S= volume (m3^33): Ξ\XiΞ has J/(m3^33) (power
density).
󰇜

󰇛

󰇜
 

󰇛

󰇜
 
 󰇧




󰇝
󰇞


󰇝
󰇞


󰇨 
󰇝
󰇞

󰇛


󰇜

Contextual calibration (how

enters, when needed)
In radioactive contexts (monochromatic mode), take






(one period), with SSS a
cross-sectional area. Then


󰇡

󰇢

󰇝
󰇞󰇝

󰇞
 󰇥

󰇦


󰇝

󰇞󰇝
󰇞





This is a calibration of the general invariant in a specific regime;
the universal law remains

󰇛

󰇜

Final result
All three independent derivations agree:


󰇝

󰇝
󰇞󰇝
󰇞

󰇝

󰇞
󰇞


under the stated, minimal assumptions. This proves the TEP Ξ-
equation and shows it is (i) conserved, (ii) stable to first order, (iii)
dimensionally coherent, and (iv) consistent with radioactive and
volumetric calibrations.
Problem: Why does existence persist without external cause?
Classical physics assumes absolute time; quantum theory
replaces determinism with probability.
TEP posits energy as the timeless substrate of all existence.
Infinite regress provides the mechanismthe universe never
reaches closure, ensuring perpetual creation.
Together, they resolve the paradox of being: existence as self-
sustaining recursion.
Mathematically,
E=C t S=Ξ=constantE = C\,t\,S = \Xi =
\text{constant}E=CtS=Ξ=constant
represents the invariant pulse of existence: energy redistributes but is
never lost.
This principle defines time as emergent and space as self-curving
through coherence decay.
Literature Review
Concept
Key Contributors
Relevance to TEPIR
Framework
Timeless
Relativity
A. Einstein
(1915); H.
Minkowski (1908)
Established energy
curvature relation; left time
ontologically undefined.
Quantum
Indeterminacy
W. Heisenberg
(1927); E.
Schrödinger (1935)
Introduced uncertainty and
entanglementobservational
collapse parallels abstract
regression.
Ontological
Energy
Continuum
D. Bohm (1980);
R. Penrose (1994)
Proposed the Implicate
Order and Objective
Reductionfoundation for
energy coherence ontology.
Self-
Referential
Systems
G. Spencer-
Brown (1969); F.
Varela (1979)
Defined operational closure
in autopoietic systems
precursor to recursive
cosmology.
Concept
Key Contributors
Relevance to TEPIR
Framework
Quantum
Gravity &
Emergent Time
C. Rovelli
(1996); L. Smolin
(2001)
Suggested that time and
space emerge from relational
dynamicsconsistent with
TEP.
Information &
Entropy
J. Wheeler
(1989); L. Lloyd
(2006)
“It from Bit”: existence as
informational recursion
aligned with infinite regress
concept.
Modern
Cosmology &
Coherence
T.
Padmanabhan
(2012); E. Verlinde
(2011)
Derived cosmic expansion
from holographic equipartition
and emergent gravity
supports energetic recursion.
Recent
Timeless
Theories
Hossenfelder
(2023); Barbour
(2020)
Questioned temporal
realismempirical motivation
for TEP invariance.
Concept
Key Contributors
Relevance to TEPIR
Framework
TEP
Development
Verma (2025);
Beardsley (2025)
Introduced coherence
constant and temporal regress
integrationbasis of current
paper.
Discussion
4.1 Infinite Regress as Creative Mechanism
Infinite regress is not a logical fallacy but the fundamental structure of
being.
Each physical law M generates a higher transformation T(M) →
T²(M), mirroring cosmological self-renewal.
4.2 Collapse of Abstraction
Observation, measurement, or definition acts as a “collapse” of the
infinite continuum into finite experience, paralleling quantum wave
function collapse.
4.3 Energetic Ontology and Consciousness
Consciousness is the self-referential boundary through which the Ξ-
field observes itself the mind becomes the medium of energy
recursion.
4.4 Cosmological Consequences
Dark energy = large-scale coherence decay.
Quantum indeterminacy = micro-level recursion.
Arrow of time = thermodynamic projection of energy symmetry
breaking.
4.5 Unification with Relativity & Quantum Field Theory
UCF, TEP, and IR together suggest that GR and QM are boundary
conditions of a single timeless energy manifold, where coherence
gradients replace gravitational curvature.
5. Conclusion
The Nature as Infinite Regress model, founded on the Timeless
Energy Principle, proposes that existence perpetuates through
recursive self-reference within a timeless energetic field.
The Ξ-Equation unites time, space, and energy in one invariant
relationship, proving mathematically that total energy remains
conserved through all transformations.
This synthesis achieves:
1. A bridge between relativity’s determinism and quantum
uncertainty.
2. A framework for cosmological self-creation without singularities.
3. A philosophical justification for existence: being as self-
collapsing abstraction.
Future work must test coherencecurvature coupling through Planck-
scale interferometry, quantum coherence mapping, and energy
density fluctuation analysis.
1
Einstein, A. (1915). The Foundation of the General Theory of
Relativity. Ann. Phys.
2
Minkowski, H. (1908). Raum und Zeit. Physikalische Zeitschrift.
3
Heisenberg, W. (1927). Über den anschaulichen Inhalt der
quantentheoretischen Kinematik und Mechanik. Zeits. Phys.
4
Schrödinger, E. (1935). Discussion of Probability Relations
between Separated Systems. Proc. Camb. Phil. Soc.
5 Wheeler, J. A. (1957). On the Nature of Quantum
Geometrodynamics. Rev. Mod. Phys.
6
Bohm, D. (1980). Wholeness and the Implicate Order. Routledge.
7
Penrose, R. (1994). Shadows of the Mind. Oxford Univ. Press.
8 Spencer-Brown, G. (1969). Laws of Form. Allen & Unwin.
9
Varela, F. (1979). Principles of Biological Autonomy. North
Holland.
10
Rovelli, C. (1996). Relational Quantum Mechanics. Int. J. Theor.
Phys.
11 Smolin, L. (2001). Three Roads to Quantum Gravity. Basic
Books.
12
Verlinde, E. (2011). On the Origin of Gravity and the Laws of
Newton. JHEP.
13
Padmanabhan, T. (2012). Emergence and Expansion of Cosmic
Space. Int. J. Mod. Phys. D.
14
Lloyd, S. (2006). Programming the Universe. Knopf.
15
Barbour, J. (2020). The End of Time. Oxford Univ. Press.
16 Hossenfelder, S. (2023). Lost in Math. Basic Books.
Beardsley, I. (2025). The One-Second Universe. Academia
Quantum.
Verma, K. K. (2025). Timeless Energy Principle (TEP).
Academia Quantum.
19 Wheeler, J. A. (1989). Information, Physics, Quantum: The
Search for Links. Princeton Univ. Press.
20
Bohm, D., & Hiley, B. J. (1993). The Undivided Universe.
Routledge.
22 Prigogine, I. (1980). From Being to Becoming: Time and
Complexity in Physical Sciences. W. H. Freeman.
23
Penrose, R., & Hameroff, S. (2014). Consciousness in the
Universe. Phys. Life Rev.