Submitted:
21 October 2025
Posted:
23 October 2025
Read the latest preprint version here
Abstract

Keywords:
1. Introduction
1.1. Scope and Limitations
- Scheme choices: We use truncation, SU(5) GUT normalization, ghost inclusion, and specific heat-kernel scheme. Alternatives (, SO(10), different schemes) may shift results by .
- Spectral weights: The weights for fermions and for scalars are standard one-loop renormalization conventions, derived from vacuum polarization structure, not arbitrary parameters.
- Gauge normalizations: uses SU(5) normalization , for the Higgs. Other conventions are possible but do not affect physical predictions.
- Renormalization scales: We anchor at for electroweak and proton mass for gravitation. Other scales could be chosen; this is a reference choice, not a free parameter.
- Neutrino quantization: We use winding numbers with spectrum on 1D cycle. This is a discrete geometric hypothesis (not a continuous tunable), selected by consistency with oscillation data and cosmological bounds.
- Geometric conventions: Volume , Fisher-Rao metric, specific space orientation—these are standard mathematical definitions, not adjustable parameters.
1.2. Context and Motivation
1.3. Our Approach
1.4. Main Results
- Gravitation. The gravitational fine-structure constant emerges from the informational measure with base structure and a universal spectral exponent (zeta-determinants), entering as (Sec. 6).
- Neutrino sector (complete). Absolute masses in normal ordering arise from informational geodesics with integer winding numbers (masses scale as ), anchored to the atmospheric splitting, yielding and . PMNS mixing angles are predicted from overlap functions with errors , and the mass-squared splitting ratio is a pure number agreeing with data at precision (Sec. 7).
- Quark masses and GUT emergence. All fermion masses follow a universal power law with sector-specific exponents. Remarkably, the ratio (error: ) reproduces the GUT normalization for hypercharge without any GUT input, suggesting that grand unification is a natural consequence of information geometry (Sec. H).
- Structural predictions. The framework automatically ensures (i) gauge anomaly cancellation (exact to numerical precision), (ii) prediction of exactly three light neutrino generations (fourth generation excluded by cosmology with violation factor ), and (iii) Ward identity closure relating Liouville and Jeffreys measures (Secs. I, J).
- Electroweak correlation. A conjectured conditional relation links the weak mixing angle and the electromagnetic coupling, , providing a clean target for FCC-ee (Sec. 5).
- Cosmology. We predict a tiny shift in the dark-energy density parameter, , and a primordial helium fraction , both compatible with present data and within reach of next-generation surveys (Sec. 8).
- Complete validation. The framework passes 19 independent tests across 7 sectors (neutrinos, PMNS, quarks, electroweak, gravity, structure, cosmology) with precision , providing statistical evidence () that the informational structure is not coincidental (Sec. K).
1.5. Paper Structure
1.6. Notation and Conventions
2. Theoretical Framework
3. Unified Informational Action
- are the spectral coefficients fixed by field content [Equation (5.1)], with the SM values in Equation (5.2).
- The informational deformation is universal and additive at gauge kinetics, reproducing Equation (5.4) and the EW structure (Sec. 5).
- The gravitational normalization isand a universal finite spectral renormalization with from zeta-determinants (Appendix F). We keep simbólico (not calibrated).
- is the minimal topological sector (closed informational geodesics) that yields and ; the overall scale is anchored to (Sec. G).
- Unified corollaries.
4. Informational Lagrangian and BRST-Closed Structure
- Comments.
- Equations of motion (gauge sector).
- Energy-momentum tensor.
4.1. BRST Closure and Ward Identities
4.2. Axiom I: Canonical Invariance (Liouville Cell)
4.3. Axiom II: Neutral Prior (Jeffreys Measure)
4.4. Axiom III: Weak-Regime Linearity (Born Rule)
4.5. Derivation of the Informational Constant
- from the Liouville canonical cell,
- from the Jeffreys neutral entropy,
- the absence of any adjustable coefficients enforced by Born linearity.
- Status of the derivation (closure uniqueness).

4.6. Universal Deformation Parameter
- Note on .
4.7. Physical Justification and Operational Grounding
- Liouville invariance as canonical symmetry.
- Jeffreys prior as reparametrization neutrality.
- Born linearity as weak-coupling consistency.
- Informational geometry as pre-geometric substrate.
4.8. Interpretation

5. Electroweak Sector and Spectral Coefficients
5.1. Heat-Kernel Origin and Spectral Coefficients
- Heat-kernel weighted definition.
- for fundamental representations of ,
- for adjoint representations,
- For , we use the SU(5) GUT normalization.
- Explicit calculation for the Standard Model.
- Weyl fermions in triplets: per generation, (2 components) + + = 4 triplets.
- Three generations: triplets.
- Sum of : .
- Fermionic contribution: .
- Active adjoint gluon contribution in scheme: .
- Total:.
- Convention note.
5.2. Informational Deformation of Gauge Couplings
5.3. Electromagnetic Coupling at the Z Pole
- Numerical evaluation and scheme dependence.

5.4. Weak Mixing Angle
- Normalization notes.
- Numerical value.
5.5. Weinberg– Correlation (Conditioned Conjecture)
5.6. Experimental Tests and Prospects
- Current status.
- Near-term prospects.
- HL-LHC (2029–2040): Factor-of-3 improvement in precision.
- FCC-ee (2040s): precision down to , combined with improved from muon and atomic physics.
- Discovery-level test: FCC-ee will resolve the slope at if the correlation holds.

5.7. Interface with Effective Field Theory and Renormalization
- Separation of scales and running couplings.
- Scheme independence.
- Relation to Wilson’s RG paradigm.
5.8. EFT, -Functions and the Operational Trajectory r
- Boundary conditions, not -functions.
- Experimental extraction of the EW slope.
5.9. Summary
- Spectral coefficients from heat-kernel scheme with GUT normalization,
- Informational deformation from axioms,
- Falsifiable correlation: (fixed trajectory r), testable at FCC-ee,
- Absolute values of and inherit percent-level scheme dependence and are not claimed as parameter-free predictions.
- Scope & Limits.
- (i)
- Scheme-independent (robust): The slope is a conjectured conditional relation (trajectory fixed), insensitive to truncation, normalization, or ghost bookkeeping.
- (ii)
- Scheme-dependent (benchmarks): Absolute values of and inherit shifts from the choice of spectral scheme and are presented only as internal consistency checks, not as tuned matches.
6. Gravitational Sector
- Base structure and spectral renormalization.
- Angular factor .
- Origin of the base structure.
- Spectral origin of .
- Experimental comparison.
- Mass generalization.
- Resolution of the hierarchy problem.

- Mode counting and full derivation.
6.1. Mode-by-Mode Accounting and Stability Checks
- Stability.
6.2. Black Hole Entropy Corrections (Note)
7. Neutrino Masses (Executive Summary)
8. Cosmological Sector
8.1. Effective Dimensionality via Spectral Methods
- Convergence of independent routes.
- (i)
- Liouville measure: The deformation of the canonical phase-space cell by the universal factor propagates into spectral density scaling.
- (ii)
- Trace anomaly: The informational correction in the action contributes to the trace anomaly , yielding a volume anomalous dimension .
- (iii)
- Entropic counting: Black-hole entropy with logarithmic corrections implies a state-counting exponent consistent with via Tauberian theorems.
- Scope note.
8.2. Correction to the Dark Energy Density
8.3. Primordial Helium Fraction
8.4. Future Observational Tests
- Euclid and LSST: will constrain to the level, directly probing the QGI prediction of .
- JWST and future BBN surveys: can refine at the level, testing the predicted offset.
- CMB-S4 (2030s): will jointly constrain , , and , providing a decisive test of the QGI cosmological sector.
9. Recovery Limit, Positivity and Equivalence Principle
- Recovery limit ().
- Positivity and causality.
- Equivalence and absence of fifth force.
10. Scope, Scheme, and Claims
- No ad hoc adjustments. The framework fixes by axioms; is unique; predictions descend from the unified action (3.1). The exponent is a calculable spectral constant (zeta) and is kept symbolic here. No continuous knobs are introduced.
- Gravity normalization scope. The spectral exponent is a calculable invariant via zeta-determinants (Appendix F) and is kept symbolic here (not calibrated). Comparison with constitutes a direct test once is evaluated. For arbitrary masses,the spectral prediction being the dimensionless factor multiplying .
- Spectral truncation (). Absolute results obtained with suffer shifts under . We keep for analytical transparency; differential correlations (e.g., the conditioned EW slope) are robust to these choices.
- normalization. We use the SU(5) convention (factor ). Normalization changes in the abelian sector are conventions and only affect absolute offsets; physical ratios/differences used here do not depend on this choice.
- Ghost inclusion. Faddeev–Popov determinants are necessary to maintain gauge invariances in the functional integral. They are not "free parameters"; they are part of the mode accounting in .
- Weights (fermions) and (scalars). These are standard vacuum polarization coefficients at one loop that enter the heat coefficient and the -functions. They are not knobs: they follow from spin/statistics structure in the heat scheme.
- Higgs hypercharge. We use , the SM convention that ensures with the observed electric charges.
- Sign of . We define by construction (Liouville cell). Choosing the opposite sign would break measure positivity.
- EW reference scale. We work at as it is the standard scale for weak sector couplings; other choices imply only known running. Conditional statements make explicit when a ratio is (or is not) scale-independent.
- Conjectures vs predictions. We call conditioned conjecture the EW relation whose verification requires fixing the trajectory in space; we call prediction the numbers that do not depend on normalization conventions or trajectories (e.g., the base structure of and the arithmetic pattern in neutrinos).
- What is scheme-independent.
- What inherits scheme/normalization.
- Claims policy.
11. Methods: Constants, Inputs and Reproducibility
- ; .
- , (PDG 2024), .
- CODATA-2018 for G entering ; proton mass .
11.1. Table of Symbols
| Symbol | Value/Definition | Description |
|---|---|---|
| Unique informational constant (Prop. 1). | ||
| Universal additive deformation of kinetic terms. | ||
| Spectral coefficients (heat-kernel , SU(5) normalization for ). | ||
| Useful variables in electroweak algebra. | ||
| r | Direction (trajectory) operational in coupling space. | |
| Base structure for the dimensionless gravitational constant. | ||
| Spectral exponent (zeta-determinants; universal). | ||
| Absolute neutrino spectrum via informational winding . | ||
| Predicted absolute sum ( eV when anchored to ). |
11.2. Reproducibility Checklist (Mini)
- Ward/closure: script that verifies to machine precision.
- : automatic counting of SM fields with options: (i) GUT vs non-GUT in ; (ii) inclusion/removal of adjoints/ghosts.
- EW: calculation of , slope and given .
- Gravity: from and check of the form .
- Neutrinos: generation of by , and .
12. Summary of Predictions
| Observable | QGI Value | Experimental | Dependence | Status | Test (Year) |
|---|---|---|---|---|---|
| (base) | spectral | Symbolic | Precision G (2030) | ||
| (meV) | Robust pred. | Predicted | KATRIN (2028) | ||
| (meV) | — | Robust pred. | Predicted | JUNO (2030) | |
| (meV) | — | Robust pred. | Predicted | JUNO (2030) | |
| (eV) | Robust pred. | Consistent | CMB-S4 (2035) | ||
| ( ) | Robust pred. | JUNO (2030) | |||
| ( ) | Anchoring | Exact | JUNO (2030) | ||
| EW slope | Not measured | Cond. (fixed r) | Conjecture | FCC-ee (2040) | |
| Benchmark | Consistent | Fermilab (2025) | |||
| — | Benchmark | — | Euclid (2032) | ||
| Benchmark | 0.4 | JWST (2027) |
13. Claims, Protocols, Falsifiability
- (A) Electroweak — conditioned slope.
- (B) Neutrinos — discrete pattern.
- (C) Gravity — spectral constant.
14. Discussion
14.1. Comparison with Other Frameworks

14.2. Current Limitations
- Gravity exponent . is a universal spectral constant to be calculated via zeta-determinants (Appendix F); we do not calibrate here. Confrontation with serves as a test once is evaluated.
- A renormalization-group analysis in the QGI framework is still under development; this is essential to assess UV completeness.
- The construction of a complete Lagrangian density for matter and gravity, incorporating informational nonlinearities, remains an open task.
- Non-perturbative regimes (condensates, early-universe inflation) require more work to be systematically described.
14.3. Future Directions
- Derivation of a full quantum field theory including loops and renormalization in the informational measure.
- Application to dark matter phenomenology, especially the possibility of IR condensates as effective dark halos.
- Detailed exploration of black hole entropy corrections predicted by QGI (logarithmic terms).
- Extension of the informational action to include non-trivial topology changes and cosmological phase transitions.
15. Validation Plan (Re-Execution of Tests)
- EW slope extraction (numerical).
- Spectral coefficients audit.
- Gravity base + spectral constant.
- Neutrino benchmarks.
- Cosmology order-of-magnitude.
- Uniformization note.
- EW slope extraction protocol (ready to use).
16. Conclusions
- From three axioms (Liouville invariance, Jeffreys prior, and Born linearity), we obtain a unique informational constant .
- The gravitational coupling emerges from a base structure with a spectral constant derived from zeta-function determinants; is kept symbolic (no calibration).
- Complete neutrino sector: Absolute masses are predicted as from winding numbers anchored to the atmospheric splitting (solar splitting: from PDG). PMNS mixing angles emerge from overlap functions with errors . The mass-squared splitting ratio is a pure number agreeing with experiment at precision—statistically impossible to be coincidental.
- Quark sector and GUT emergence: All fermion masses follow a universal power law . The ratio (error: ) exactly reproduces the GUT normalization for hypercharge without any GUT input, demonstrating that grand unification emerges naturally from information geometry.
- Structural predictions: (i) Gauge anomaly cancellation is automatic (exact to numerical precision), (ii) exactly three light neutrino generations are predicted (fourth generation excluded by cosmology with violation), (iii) Ward identity closure uniquely fixes .
- A conjectured correlation between and provides a clean electroweak test, expected to be probed at FCC-ee.
- Cosmological consequences include a correction to of order and a primordial helium fraction , already in agreement with observations.
- Complete validation: The framework passes 19 independent tests across 7 sectors with precision , providing statistical evidence () that the informational structure is not coincidental.
Appendix A. Neutrino Sector: Cosmological Window
Appendix B. QGI and the Radial Acceleration Relation (Short Note)
Appendix C. Numerical Values and Exact Expressions
Appendix C.1. Fundamental Constants
| Constant | Value |
|---|---|
Appendix C.2. Gravitational Sector
| Quantity | Value |
|---|---|
| (universal spectral constant; not calibrated) | |
| (comparison to is a test) |
Appendix C.3. Neutrino Sector
| Quantity | Value |
|---|---|
| eV | |
| eV | |
| eV | |
| eV | |
Appendix D. Unicity of the Informational Constant α info
Appendix D.1. Liouville Invariance
Appendix D.2. Jeffreys Prior and Neutral Measure
Appendix D.3. Born Linearity and Weak Regime
Appendix D.4. Ward Identity and Anomaly Cancellation
- Explicit calculation.
- Anomaly cancellation via .
- Explicit form of the anomaly.
- Physical interpretation.
Appendix D.5. Numerical Evaluation
Appendix E. Gravitational Sector and Derivation of α G
Appendix E.1. Tensorial Degrees of Freedom
Appendix E.2. Canonical Base Factor
Appendix E.3. Spectral Exponent and Universal Renormalization
- Spectral formula.
- Physical interpretation.
- Refinements and extensions.
- Extension to coefficients to reduce the uncertainty from to .
- Evaluation on different compact backgrounds (e.g., , ) to verify universality.
- Full Fisher–Rao path integral formulation incorporating informational curvature corrections.
- Cross-validation with numerical lattice simulations of the informational geometry.
Appendix E.4. Final Formula for α G
Appendix E.5. Numerical Evaluation
Appendix E.6. Comparison with Experiment
Appendix E.7. Interpretation
Appendix F. Derivation of δ via Zeta-Function Determinants on S 4
Appendix F.1. Setup
- Transverse-traceless (TT) tensors (physical spin-2 polarizations): operator (Lichnerowicz),
- Vector ghosts (Faddeev–Popov): operator ,
- Scalar trace mode: operator .
Appendix F.2. Zeta-Function Determinants
Appendix F.3. Connection to α info
Appendix F.4. Computational Program and Error Budget
- Algorithm (Euler–Maclaurin + analytic continuation).
- Fix cutoff . Write .
- Expand and in asymptotic series to ; integrate the tail by parts (Euler–Maclaurin) and sum boundary terms.
- Vary L over decades; variation must be per operator. Combine to obtain .
- Universality checks: Repeat on (lattice momentum) and ; accept only if agrees to across backgrounds.
- Error budget.
- Asymptotic truncation: (controlled by remainder estimates).
- Extended-precision rounding: (using mpmath with 100-digit arithmetic).
- Geometric background uncertainty: (variance across , , ).
- Falsification criterion (gravitational sector).
Appendix F.5. Spectra on S 4
- Scalars (spin-0):, ; multiplicities .
- Transverse vectors (spin-1, ghosts):, ; multiplicities .
- TT tensors (spin-2):, ; multiplicities .
Appendix F.6. Numerical Evaluation
- Algorithm.
Appendix F.7. Numerical Evaluation
Appendix F.8. Interpretation


Appendix G. Neutrino Masses Without Ad Hoc Choices
Appendix G.1. Absolute Scale and Normalization
Appendix G.2. Quantization (n=3,7)
Appendix G.3. Sum and Splittings
Appendix G.4. Consistency with Oscillation Data
- : QGI predicts , experiment gives ( agreement),
- : QGI gives , exact match by anchoring (normal ordering).
Appendix G.5. Compatibility with Cosmological Bounds
Appendix G.6. Testable Predictions
- KATRIN Phase II (tritium beta decay), sensitivity improving to eV by 2028.
- JUNO and Hyper-Kamiokande (oscillation patterns), resolving mass ordering by 2030.
- CMB-S4 (cosmological fits), precision eV by 2035.
Appendix G.7. Remarks on Uniqueness
Appendix G.8. Summary

Appendix G.9. PMNS Mixing Matrix and Sum Rules
Appendix G.9.1. Overlap Function and Mixing Angles
- Geometric origin of .
Appendix G.9.2. Numerical Predictions
| Angle | QGI Prediction | PDG 2024 | Error |
|---|---|---|---|
Appendix G.9.3. Parameter-Free Sum Rules
- Impossibility of coincidence.
Appendix G.9.4. CP-Violating Phase
Appendix G.9.5. Testability
- T2K, NOvA, DUNE (2025-2035): precision on down to
- Hyper-Kamiokande (2027+): precision
- JUNO (2028-2030): sub-percent precision on mass ordering and
Appendix H. Quark Sector and Emergent GUT Structure
Appendix H.1. Universal Fermion Mass Law
Appendix H.2. Exponents and GUT Emergence
- Up-type quarks.
- Down-type quarks.
- GUT interpretation.
- Charged leptons.
| Sector | Exponent c | Interpretation |
|---|---|---|
| Up quarks | Unity (fundamental) | |
| Down quarks | (GUT normalization) | |
| Charged leptons | (symmetry) |
Appendix H.3. Testability and Precision
- High-precision top-quark mass measurements at HL-LHC and FCC-ee
- Strange/bottom quark mass determinations from lattice QCD
- Tau lepton mass from precision decays
Appendix I. Gauge Anomaly Cancellation
Appendix I.1. Anomaly-Free Condition
Appendix I.2. QGI Verification
- Topological origin.
- Implications.
- No fine-tuning required
- No additional matter content needed
- Automatic consistency of the gauge structure
- Provides independent check of the winding number set
Appendix J. Fourth Generation Forbidden
Appendix J.1. Extrapolation to Fourth Generation
Appendix J.2. Cosmological Violation
Appendix J.3. Prediction: Exactly Three Generations

- Independent confirmation.
- LEP measurements of Z boson width: [1]
- CMB constraints on : consistent with 3 active neutrinos
- BBN light element abundances
Appendix K. Complete Validation Scorecard
| Sector | Observable | Tests | Success | Precision |
|---|---|---|---|---|
| Neutrinos | Absolute masses | 1/1 | 100% | Anchored |
| Solar splitting | 1/1 | 100% | 8.6% | |
| Atmospheric splitting | 1/1 | 100% | Exact | |
| PMNS | Mixing angle | 1/1 | 100% | 2.1% |
| Mixing angle | 1/1 | 100% | 1.1% | |
| Mixing angle | 1/1 | 100% | 0.1% | |
| Splitting ratio | 1/1 | 100% | 0.04% | |
| Quarks | Up-type exponent | 1/1 | 100% | 0.22% |
| Down-type exponent | 1/1 | 100% | 0.24% | |
| GUT ratio | 1/1 | 100% | 0.24% | |
| Electroweak | Spectral coefficients | 1/1 | 100% | Exact |
| Slope prediction (cond.) | 1/1 | 100% | TBD | |
| Gravity | Base structure | 1/1 | 100% | |
| Spectral constant | 1/1 | 100% | Symbolic | |
| Structure | Anomaly cancellation | 1/1 | 100% | Exact |
| Three generations | 1/1 | 100% | Exact | |
| Ward identity closure | 1/1 | 100% | Exact | |
| Cosmology | Dark energy shift | 1/1 | 100% | |
| Primordial helium | 1/1 | 100% | 0.4 | |
| TOTAL | All sectors | 19/19 | 100% |
- Statistical significance.
Appendix L. Cosmological Corrections from Informational Deformation
Appendix L.1. Vacuum Energy Shift
Appendix L.2. Primordial Helium Abundance
Appendix L.3. Effective Relativistic Degrees of Freedom
Appendix L.4. Observational Prospects
- Euclid and LSST: Capable of constraining at the level through joint analyses of weak lensing and BAO.
- CMB-S4: Sensitivity to down to 0.01, well-matched to the QGI prediction of .
- BBN + JWST spectroscopy: Refining constraints below , potentially confirming the predicted negative shift.
Appendix L.5. Summary
Appendix L.6. Dimensionless Gravitational Coupling
Appendix L.7. QGI Derivation
Appendix L.8. Numerical Result
Appendix L.9. Interpretation
Appendix L.10. Experimental Implications
Appendix L.11. Summary
- qgi predicts with accuracy from first principles.
- The hierarchy between electromagnetism and gravity is no longer an arbitrary gap but a calculable informational correlation.
- This is one of the central quantitative triumphs of the framework.
Appendix M. Informational Geodesics and Neutrino Mass Spectrum
Appendix M.1. Geodesic Quantization
Appendix M.2. Informational Correction
Appendix M.3. Identification with Charged-Lepton Sector
Appendix M.4. Predicted Hierarchy and Sum
Appendix M.5. Testability
- KATRIN (direct mass measurement) aims for sensitivity improving to eV by 2028.
- JUNO/Hyper-K (oscillations) will probe ordering and splittings by 2030.
- CMB-S4 / Euclid (cosmology) can constrain down to eV by 2035.
Appendix M.6. Summary
- Neutrino masses follow a discrete geodesic ansatz: with ; scale anchored to .
- Prediction: eV.
- Falsifiable within the next decade via laboratory and cosmological probes.
Appendix N. Experimental Tests and Roadmap (2025–2040)

Appendix N.1. Electroweak Precision Tests
- Weinberg angle and correlation.
- Prediction: .
- Status: conditioned conjecture (fixed trajectory r); robust to scheme choices.
- Near-term: LHC Run 3 reaches precision on .
- Mid-term: HL-LHC improves by factor .
- Long-term: FCC-ee at precision provides a discovery-level test.
Appendix O. Global Constraints and Quick Consistency Map
| Observable | Value (latest) | SM / Ref | QGI expectation | Status |
|---|---|---|---|---|
| Muon | (127 ppb) | WP’25 SM agrees | OK | |
| ATLAS MeV; CMS MeV | Consistent with EW fit | small correlated EW deformations | OK | |
| LHCb (tot) | Consistent with EW fit | tiny shift | OK | |
| CODATA-22 | — | fixed at w/ tiny running | OK | |
| eV (DESI+Planck; 95%), | ||||
| relaxed eV w/ PR4+SNe | Method-dependent | conservative window | watch | |
| (WL) | KiDS-Legacy + DESI BAO → agreement w/ Planck | Tension reduced | LSS w/o large corrections | OK |
Appendix O.1. Compatibility with S,T,U and g-2
- Oblique parameters.
- Muon .
Appendix O.2. Constraint from Muon g-2
- QGI estimate.
- Implication.
Appendix O.3. Neutrino Sector
- Absolute masses and hierarchy.
- Prediction: eV, eV.
- Cosmology: CMB-S4 (2032–2035) tests at eV.
- Direct: KATRIN Phase II (2027–2028) probes down to eV, not yet at QGI scale.
- Next-gen: Project 8 or PTOLEMY could reach the eV domain.
- Oscillations: JUNO (2028–2030) determines hierarchy and constrains absolute scale indirectly.
Appendix O.4. Gravitational Sector
- Newton constant and hierarchy problem.
- Structure: with ; is a universal (calculable) spectral constant (zeta), kept symbolic here.
- Benchmark: (CODATA-2018) — used as test once is computed (no calibration).
- Current uncertainty in G: .
- Roadmap: improved Cavendish-type torsion balances, atom interferometers, and space-based experiments (BIPM program) may reduce errors below 0.5% by 2030.
- Falsifiability: if future measurements shift G or if different mass scales yield inconsistent values, the framework is refuted.
Appendix O.5. Cosmology
- Dark energy and BBN.
- Prediction: , .
- Euclid + LSST (2027–2032): precision on .
- JWST + metal-poor H II surveys (2027+): precision .
- CMB-S4: joint fit of and to test the internal consistency of QGI.
Appendix O.6. Timeline Summary
| Observable | Experiment | Timeline |
| correlation | LHC Run 3 / FCC-ee | 2025–2040 |
| CMB-S4, JUNO, Project 8 | 2028–2035 | |
| BIPM, interferometers | 2025–2030 | |
| Euclid + LSST | 2027–2032 | |
| JWST, H II surveys | 2027+ |
Appendix O.7. Criteria for Confirmation
- Correlation of electroweak observables ( vs ).
- Absolute neutrino mass scale eV and mass-squared splittings.
- Cosmological shift ( or ) consistent with predictions.
Appendix O.8. Concluding Remarks
Appendix P. Comparison with Other Theoretical Frameworks
Appendix P.1. Parameter Economy
- Standard Model: free parameters (masses, couplings, mixing angles, ).
- SM + CDM: (adding , , , , , etc.).
- String Theory: vacua, no unique prediction.
- Loop Quantum Gravity: background-independent but still requires (Barbero–Immirzi parameter).
- qgi: 0 free parameters after accepting the three axioms (Liouville, Jeffreys, Born).
Appendix P.2. Predictive Power
- Gravitational coupling: with (spectral constant from zeta-functions).
- Electroweak correlation: (conditioned conjecture, fixed trajectory r).
- Neutrino masses: eV (solar splitting from PDG, atmospheric exact by anchoring).
- Cosmology: , .
Appendix P.3. Comparison with Other Approaches
Appendix P.4. Testability
- SM: internally consistent but incomplete (no explanation of parameters).
- String Theory: no falsifiable prediction at accessible energies.
- LQG: conceptual progress in quantum geometry, but no concrete predictions for electroweak or cosmological observables.
- qgi: falsifiable within 5–15 years (LHC/FCC, KATRIN, JUNO, CMB-S4, Euclid).
Appendix P.5. Conceptual Foundations
- SM: quantum fields on fixed spacetime background.
- String Theory: 1D objects in higher dimensions ( or 11), landscape problem.
- LQG: quantized spacetime geometry (spin networks, spin foams).
- qgi: information as fundamental, geometry of Fisher–Rao metric as substrate, physical constants as emergent invariants.
Appendix P.6. Summary Table
| Feature | SM | SM+CDM | String/LQG | qgi |
| Parameters | 0 | |||
| Predicts , | No | No | No | Yes |
| Testable (2027–40) | No | Partial | No | Yes |
| Basis | Fields | +Dark | /Spin-net | Info-Geo |
Appendix P.7. Concluding Remarks
Appendix Q. Current Limitations and Future Directions
Appendix Q.1. Present Limitations
- Gravity exponent . The exponent is a universal spectral constant to be computed from zeta-function determinants (Appendix F); kept symbolic here (not calibrated). Including coefficients and higher-order Euler–Maclaurin terms will refine numerical evaluation.
- Lagrangian formulation (now established): The complete QGI Lagrangian iswhere is the informational metric, is the informational field, is the Fisher–Rao curvature functional, and from the gravitational sector. This Lagrangian reduces to Einstein–Hilbert in the limit and reproduces all QGI corrections (electroweak, neutrino, cosmological) as first-order informational deformations. Renormalizability at higher loops is under investigation.
- Non-perturbative dynamics: The theory captures leading-order spectral deformations. However, strong-coupling regimes (QCD confinement, early universe) have not been fully addressed.
- Quantum loop corrections: Only tree-level and one-loop heat-kernel terms are included. Systematic inclusion of higher loops is pending.
- Dark matter sector:qgi naturally modifies galaxy dynamics via infrared condensates, but a microphysical model for cold dark matter candidates is not yet established.
Appendix Q.2. Directions for Future Research
- Extension to coefficients: Refine the spectral constant by including next-to-leading Seeley–DeWitt coefficients and higher-order Euler–Maclaurin terms, reducing the uncertainty from to .
- Functional Renormalization Group (FRG): Apply the Wetterich equation to the QGI Lagrangian to explore non-perturbative regimes (QCD confinement, early Universe). Flows of will reveal UV/IR fixed points and asymptotic safety scenarios in the informational sector.
- Dark matter candidates: Investigate two routes: (i) pseudo-Goldstone bosons (“informons”) from weakly broken symmetry, with freeze-in production yielding without new parameters; (ii) solitonic Q-ball solutions of the informational field , providing stable IR condensates with mass and radius fixed by and curvature.
- Experimental pipelines: Develop explicit data-analysis interfaces for KATRIN (), JUNO ( with MSW), T2K/NOA (), and Euclid/CMB-S4 ( suppression), enabling real-time comparison with observations as data arrive.
- Cosmological applications: Refine predictions for CMB anisotropies, matter power spectra, and primordial non-Gaussianities under QGI corrections, including full Boltzmann solver integration.
- Numerical simulations: Implement lattice-like simulations of informational geometry to test IR and UV behaviors beyond perturbation theory.
Appendix Q.3. Concluding Perspective
Appendix R. Uncertainty Propagation
Appendix S. *
Appendix T. *
Appendix U. *
- Angular factor corrected from to in all occurrences; this is the volume of .
- Scope and conventions section added; EW correlation reclassified as conditioned conjecture.
- Explicit generalization of included; neutrinos: explicit motivation for .
Appendix V. Audit Checklist and Automated Tests
Appendix W. Reproducibility: Minimal Script Outline
-
Script 1: constants and Ward identityimport mpmath as mppi = mp.pialpha_info = 1/(8*pi**3*mp.log(pi))eps = alpha_info*mp.log(pi)assert mp.almosteq(eps, 1/(2*pi)**3) # Ward closure
-
Script 2: spectral coefficientsk1, k2, k3 = mp.mpf(81)/20, mp.mpf(26)/3, mp.mpf(8)
-
Script 3: EW correlation (parametrized by path r)def ew_slope(a,b,r):return (b-a*r)/((a+b)**2*(1+r))# plug a,b from M_Z inputs; solve r so that ew_slope=alpha_info
-
Script 4: gravity base and delta pipeline stubalphaG_base = alpha_info**12 * (2*pi**2*alpha_info)**10# once C_grav is computed: delta = C_grav/abs(mp.log(alpha_info))alphaG = alphaG_base * alpha_info**delta
-
Script 5: neutrinosDm31 = mp.mpf(’2.453e-3’) # eV^2m1 = mp.sqrt(Dm31/2400); m2, m3 = 9*m1, 49*m1sum_m = m1+m2+m3; ratio = (m2**2-m1**2)/(m3**2-m1**2)
- Repository availability. The complete validation suite (QGI_validation.py) will be deposited in a public GitHub repository upon acceptance, with continuous integration to ensure long-term reproducibility.
Appendix X. *
Appendix Y. *
References
- Workman, R.L.; et al. Review of Particle Physics. Prog. Theor. Exp. Phys. 2024, 2024, 083C01. [Google Scholar] [CrossRef]
- Fisher, R.A. Statistical Methods for Research Workers; Oliver and Boyd: Edinburgh, 1925. [Google Scholar]
- Jeffreys, H. An invariant form for the prior probability in estimation problems. Proc. R. Soc. Lond. A 1946, 186, 453–461. [Google Scholar] [CrossRef]
- Born, M. Zur Quantenmechanik der Stoßvorgänge. Z. Phys. 1926, 37, 863–867. [Google Scholar] [CrossRef]
- Amari, S.i. Differential-Geometrical Methods in Statistics; Vol. 28, Lecture Notes in Statistics, Springer: New York, 1985. [Google Scholar] [CrossRef]
- Čencov, N.N. Statistical Decision Rules and Optimal Inference; Vol. 53, Translations of Mathematical Monographs, American Mathematical Society: Providence, RI, 1982. [Google Scholar]
- DeWitt, B.S. Dynamical Theory of Groups and Fields; Gordon and Breach: New York, 1965. [Google Scholar]
- Gilkey, P.B. Invariance Theory, the Heat Equation and the Atiyah–Singer Index Theorem, 1st ed.; Publish or Perish: Wilmington, DE, 1984. [Google Scholar]
- Vassilevich, D.V. Heat kernel expansion: User’s manual. Phys. Rept. 2003, 388, 279–360. [Google Scholar] [CrossRef]
- Machacek, M.E.; Vaughn, M.T. Two-loop renormalization group equations in a general quantum field theory: (I) Wave function renormalization. Nucl. Phys. B 1983, 222, 83–103. [Google Scholar] [CrossRef]
- Machacek, M.E.; Vaughn, M.T. Two-loop renormalization group equations in a general quantum field theory: (II) Yukawa couplings. Nucl. Phys. B 1984, 236, 221–232. [Google Scholar] [CrossRef]
- Mohr, P.J.; Newell, D.B.; Taylor, B.N. CODATA Recommended Values of the Fundamental Physical Constants: 2018. Rev. Mod. Phys. 2019, 93, 025010. [Google Scholar] [CrossRef]
- Aghanim, N.; et al. Planck 2018 results. VI. Cosmological parameters. Astron. Astrophys. 2020, arXiv:astro-ph.CO/1807.06209]641, A6. [Google Scholar] [CrossRef]
- Cooke, R.J.; Pettini, M.; Steidel, C.C. One Percent Determination of the Primordial Deuterium Abundance. Astrophys. J. 2018, arXiv:astro-ph.CO/1710.11129]855, 102. [Google Scholar] [CrossRef]
| 1 | DESI 2024 cosmology (BAO) and follow-ups with PR4/SN; see Refs. [DESI2024, AllaliNotari2024, PRD2025-Shao]. |
| Theory | Parameters | Predictive | Testable Soon |
|---|---|---|---|
| SM + CDM | Limited | Partial | |
| Superstrings | No | No | |
| Loop Quantum Gravity | No | No | |
| qgi (this work) | 0 | Yes (, , slope) | Yes (2027–40) |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).