This issue presents structural evaluations of theoretical physics manuscripts under a constraint-based protocol.
Evaluations describe formal structure only, not scientific validity or correctness.
Model: GPT-5.6-SOL
Eval. Protocol: 3.33
Method: Six-run trimmed mean aggregation (clean-room evaluation)
Source Window: May 2026
Total papers discovered during month: 2398
Papers entering triage: 306
(100+ registered unique downloads)
Papers receiving full structural evaluation: 125
Papers with AIPR Structural Score ≥ 42/55: 52
Note: AIPR Structural Scores should only be interpreted in the context of the monthly evaluation cohort above. Papers published in AIPR represent only a small final subset of the larger discovery, triage, and evaluation population. Scores measure performance under AIPR’s structural audit criteria, not percentile rank, acceptance rate, probability of correctness, or scientific consensus. Direct submissions and the featured legacy paper are not included in the monthly cohort counts above.
Volume 2 · Issue 10 – October 12, 2026
Citation: AI Physics Review. Vol. 2, Issue 10. Open-Access Dataset; Source Window: May 25 – 31 2026. Compression Theory Institute. October 12, 2026.
Contents
-
BROKEN SYMMETRIES AND THE MASSES OF GAUGE BOSONS
Higgs, Peter W.
-
Constraint Generative Theory: Typed Constraint Effects and Scientific Availability
Takahashi, K. -
Log-Harmonic Field Theory: Boundary, Operator Recovery, Sector Maps, and Proof Program
Baganz, Christian -
Functional Decomposition of the Four Fundamental Interactions: A Minimal Physical Distinction-Operation Closure for Finite Distinction Systems
Wu, Yining -
COS-EXP: Collapsing-Structure Empirical Module
Görhöny, Attila -
Closure-First Resolution of the Hubble Tension in Mittermeier Attractor Theory: Hubble-Branch Geometry, the Planck–DESI Matter Split, and the Active Vacuum Readout
Mittermeier, Rainer Andreas -
Annex IV: Phase 5 — Closing the Prediction Chain
Nemo, Claude G. -
Derivation of the Sector-Dependent Koide Parameter QK(r) from Face-Axis Geometry in Mo Theory
Mohamed, Mohamed A. -
Enhanced Q-GIC
Hwang, Joon -
Complete-History Selection and Reversible Photonic Loop Histories: A Speculative Global-Viability Framework with a First Residual Test Template
Boelger, Niels -
The Real Observer: Constraints on Physical Law Necessitated by the Existence of Embedded Observers
Thompson, J. B. -
Artian Geometery Quantum Traction Theory
Attar, Ali -
Energy-Conserving Gravity Theory (a-ECG): General Relativity as an Approximate Theory and the Gravity Theory Beyond — v2.1
Myogadani, Toru -
Space–Field–Gravity (PPG). I: Variational EFT Coupling of a Stabilisation Vector Sector to the Connectivity Metric
Husiev, Ihor
Editorial Note. The conceptual summaries and structural evaluations presented below are provided for educational and research reference. They are interpretive structural analyses of the original works and are not substitutes for the full manuscripts. The AIPR evaluation framework assesses structural properties of a manuscript (mathematical formalism, equation integrity, logical traceability, assumption clarity, and scope coverage) and does not attempt to determine the truth, correctness, or empirical validity of the underlying theory. Readers are encouraged to consult the original publications for complete derivations, arguments, and historical context. Repeated phrasing across entries reflects uniform application of a fixed evaluation protocol and independent generation of each analysis.
The construction is developed explicitly for a U(1) model containing two real scalar fields and a real vector gauge field. Linearization about a symmetry-breaking vacuum produces coupled scalar-vector propagation equations that can be reorganized into a massive vector equation. The same mechanism is then described for spontaneous symmetry breaking under semisimple groups, including an SU(3) scalar-octet example.
Expand: Full overview, Strengths, and MEALS
Gauge invariance acts simultaneously on the complex scalar combination φ₁ + iφ₂ and on the vector field. Spontaneous breakdown of U(1) symmetry is imposed through a nonzero vacuum value φ₀ satisfying the stated stationary and positive-curvature conditions on the scalar potential. Small deviations are then considered about the vacuum configuration φ₁(x)=0 and φ₂(x)=φ₀.
The remaining scalar and vector degrees of freedom are reorganized by introducing the vector variable Bμ and the associated field tensor in Eq. (3). The transformed system yields Eq. (4), which describes vector waves whose quanta have bare mass \(e\phi_0\). The right-hand side of Eq. (2c) is identified as the linear approximation to the conserved current, with the vector-potential contribution accompanied by a gradient term that maintains gauge invariance.
The longitudinal degree of freedom of the resulting massive vector mode is connected to the scalar zero-mass excitation of the uncoupled theory. In this sense, gauge coupling reorganizes scalar and vector degrees of freedom without abandoning the gauge-invariant structure of the model.
The manuscript also characterizes the mechanism as the relativistic analogue of the conversion of scalar zero-mass excitations into longitudinal plasmon modes when a neutral superconducting Fermi gas is charged. Within the field-theory construction itself, the controlled reduction is the restoration of distinct massless scalar and vector modes in the zero-coupling limit.
- M (Mathematical Formalism, weight 3): 4.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 4.50 / 5.00
- L (Logical Traceability, weight 2): 4.25 / 5.00
- S (Scope Coverage, weight 1): 4.75 / 5.00
The framework develops this distinction through a typed Constraint-Effect Calculus and then extends it into Scientific CGT and Certified Finite CGT. The calculus defines comparisons of marginal effects, dimension-relative equivalence and redundancy, interactions, ordering effects, continuation changes, valuation changes, inconsistency behavior, opacity, and generating power. Scientific CGT adds observation, description, normalization, verification, expected report classes, and failure conditions. Certified Finite CGT supplies executable finite constructions with histories, setoids, protocols, certificates, continuation graphs, and deterministic execution, allowing selected differences between effect profiles to be represented and checked explicitly.
Expand: Full overview, Strengths, and MEALS
An abstract constraint is characterized by its level, domain, codomain, selected effect dimensions, transformation rule or relation, and comparison regime. The well-formedness judgment ⊢F κ determines whether these components constitute a valid constraint in a declared CGT frame. Standard constraint levels include object, structural, observational, descriptive, continuational, evaluative, policy, scientific, and meta levels. Compatibility among level, action domain, target effect space, affected dimensions, transformation, and comparison regime is required before the constraint enters the effect calculus.
The principal semantic map is EffF : SysF → EffSpaceF. It assigns each well-formed constraint system a typed effect profile over the dimensions declared by the frame. These dimensions may include generated universe or carrier structure, comparability, distinction, selection, classification, observation, description, continuation, valuation, inconsistency policy, scheduling or history, and verification. The generated-universe component remains distinct from the complete effect profile unless a materialized-universe convention is explicitly declared.
Reports are projections of these richer profiles rather than semantic identities of the systems that produce them. Consequently, two systems may agree under a reporting projection while differing in continuation structure, inconsistency markers, marginal effects, or other selected dimensions. This separation between generated structure and report structure provides the basis for the subsequent calculus.
A marginal constraint effect records a dimension-specific comparison between a system and its constrained extension rather than assuming a universal numerical subtraction. Equivalence and redundancy are therefore relative to declared dimensions and levels. A constraint may be redundant for one effect component while remaining non-redundant for another.
Typed ordered composition allows constraint order to be analyzed directly. Different orders may produce identical reports while retaining distinct marker, continuation, or other profile effects. Constraint interaction compares joint effects with a declared baseline composition model, permitting the effect of combined constraints to be distinguished from the effects of their separate application.
Continuation structure is represented through continuation graphs rather than inferred solely from final-state projections. Affordance and continuation shifts describe changes in admissible next-system structure. The finite constructions include cases in which a reduced state projection coexists with increased continuational freedom, so continuation behavior is not identified with final-state cardinality alone.
Valuation shifts and inconsistency shifts occupy separate effect dimensions. Core CGT does not impose a general monotonic valuation law. Inconsistency treatment is declared through policies that may include empty, marker, branch, paraconsistent, or explosion behavior, allowing conflict handling itself to become part of the generated effect profile when selected.
Observation and description shifts track changes introduced by observational and descriptive constraints. Constraint opacity formalizes cases in which an effect retained under one projection is hidden by another. Generating-power observables and bounded operational independence provide additional means of characterizing how constraints alter selected portions of a system’s effect structure.
Scientific CGT represents a scientific claim through a declared frame, system, selected effect projection, observation and description constraints, normalization where specified, expected report class, verifier, and failure predicate. Scientific reporting therefore reduces a richer effect profile to a selected projection while preserving the distinction between the reported object and the complete generated structure.
Certified Finite CGT supplies finite histories, setoids, protocols, certificates, continuation relations or graphs, reporting lenses, and deterministic execution. Theorem 18.8 states certified execution soundness under finite effectiveness, quotient soundness, verification consistency, and successful certificate checking. Within those conditions, execution is treated as reproducible and independent of representative choice for the certified package.
The finite regime does not collapse report equivalence into effect-profile equivalence. Instead, it provides explicit constructions in which the reporting projection is held fixed while continuation or other certified effect structure differs. These constructions instantiate the broader abstract distinction between reports and the multidimensional effects from which reports are projected.
- M (Mathematical Formalism, weight 3): 4.75 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.75 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 4.75 / 5.00
- L (Logical Traceability, weight 2): 4.00 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 4.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 3.50 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 5.00 / 5.00
- L (Logical Traceability, weight 2): 4.75 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 3.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 5.00 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 5.00 / 5.00
- L (Logical Traceability, weight 2): 4.00 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 4.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.75 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 4.50 / 5.00
- L (Logical Traceability, weight 2): 3.00 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 3.75 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.25 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 5.00 / 5.00
- L (Logical Traceability, weight 2): 3.75 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 4.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 5.00 / 5.00
- L (Logical Traceability, weight 2): 3.50 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
The sector label r takes the values 0, 1/2, and 1 for leptons, down quarks, and up quarks, respectively. The resulting relation is QK(r) = (2 − εr)/[3(1 − εr)], with the geometric coefficient ε = 1/√8. Within the stated boundary-resolvent model, this sector dependence is obtained without introducing a fitted numerical parameter into the relation.
The derivation separates the common mass scale, the magnitude of generation splitting, and its orientation in generation space. The Brannen parametrization expresses the square roots of the three generation masses using the common scale M0, amplitude B, and Brannen phase δ. Because the Koide parameter depends on B² but not on δ, the sector problem is reduced to deriving the r-dependent amplification B²(r). The face geometry supplies the elementary coupling, the generation-space operator protects the singlet component, and repeated feedback modifies only the doublet contribution.
Expand: Full overview, Strengths, and MEALS
The face potential Vface assigns real fields to the four vertices of a square cube face under a unit-norm constraint. Theorem 1 establishes that its ground states are exactly the eight configurations ±ei. These states form four sign-related vertex choices and supply the eight-state geometric structure from which the coefficient ε is constructed. (Theorem 1)
The Face-Axis-Doublet Chain transfers amplitude from a localized face ground state into generation space. Projection onto the totally symmetric A1 face mode gives the face-to-axis amplitude gface = 1/2. The subsequent coupling acts on the two-dimensional irreducible doublet representation of Z3. Averaging the rank-one coupling projector over the Z3 action and applying Schur’s Lemma gives gdoublet = 1/√2. Their product yields ε = 1/√8.
The Edge-Difference Laplacian Lij represents transfer between generations i and j. Theorem 2 states that Lij annihilates the generation singlet while coupling nontrivially to the doublet. The singlet mass parameter therefore remains independent of r, while the doublet component is the part modified by sector-dependent feedback. (Theorem 2)
The Brannen parametrization separates the common mass scale M0, amplitude B, and phase δ. The Koide parameter depends on B² rather than on the phase orientation. The construction consequently reduces the sector dependence of QK to the derivation of B²(r).
A localized face ground state first projects onto the A1 mode with amplitude 1/2. Coupling from the axis into the generation-space doublet contributes the additional factor 1/√2. The combined elementary factor is therefore ε = 1/√8.
The Edge-Difference Laplacian separates singlet and doublet behavior. Because the generation singlet is annihilated by Lij, the feedback process does not alter the singlet mass parameter. The doublet remains coupled and therefore carries the amplification associated with the sector label r. (Theorem 2)
For r > 0, repeated doublet-to-face-to-axis transit is represented as a geometric feedback series. Under the stated assumption that the transit-face self-energy is linear in εr, the Dyson-type boundary-resolvent model gives B²(r) = 2/(1 − εr). The series converges throughout the three charged-fermion sectors because the maximum physical value of εr remains below unity.
Substitution of the dressed amplitude into the Brannen-parametrization identity produces QK(r) = (2 − εr)/[3(1 − εr)]. Theorem 3 establishes that QK is independent of the Brannen phase δ because the phase-dependent cosine terms cancel under the three-generation sum. The phase therefore controls orientation in generation space, while QK depends on the magnitude of the splitting encoded by B. (Theorem 3)
At r = 0, the feedback denominator reduces to unity and the Brannen amplitude satisfies B² = 2. Increasing r introduces the boundary-resolvent amplification through the factor 1/(1 − εr). The stated convergence condition is satisfied throughout the charged-fermion range because εr remains less than unity.
The singlet component provides a second reduction. Since Lij annihilates the generation singlet, its mass parameter does not acquire the sector-dependent feedback. The r dependence therefore enters through the doublet magnitude rather than through a simultaneous modification of singlet and doublet components.
The phase-independent reduction follows from Theorem 3. Variation of the Brannen phase changes orientation within generation space without changing QK, so the sector-dependent Koide relation can be expressed through B²(r) alone.
- M (Mathematical Formalism, weight 3): 3.50 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.25 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 4.75 / 5.00
- L (Logical Traceability, weight 2): 4.00 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
The central structural move is the Branch-Indexed Root Calculus, which treats mutually incompatible physical interpretations as separate conditional branches rather than combining them simultaneously. A common axiom core supplies Operational State Realization, Information Accounting, Interface Closure, formal-domain closure, and the target intervention hypothesis. Five branch packages then analyze unitary or no-collapse dynamics, collapse with ontic randomness, open-system CPTP dynamics, the Conway–Kochen Strong Free Will Theorem route, and a superdeterministic escape. The Branch-Family Root Q-GIC Theorem assigns each branch its own assumptions and yields either Vac(G) or the corresponding branch-specific operational conflict.
Expand: Full overview, Strengths, and MEALS
Closed total-system descriptions are represented through unitary dynamics, while open subsystem descriptions are represented through completely positive trace-preserving channels. Information-changing operations are further constrained through correlation, reversibility, entropy, environmental coupling, recovery, and information-accounting structures. These objects provide the formal interface through which miracles, providential selection, judgment, foreknowledge, and other historically efficacious interventions are analyzed. (Interface Principle)
Five conditional packages instantiate the root calculus. The unitary or no-collapse branch treats reversible closed-system dynamics. The collapse branch adds event-ontological randomness. The open-system branch uses CPTP channels and Stinespring dilation. The Strong Free Will Theorem branch introduces SPIN, TWIN, and MIN as its operative assumptions. A superdeterministic branch represents an alternative route when assumptions such as MIN are rejected. (Branch-Family Root Q-GIC Theorem)
The XOR Propagation Theorem supplies an information-theoretic result within this architecture. A deterministic bit combined independently with a uniformly random bit produces an observable distribution containing no mutual information about the deterministic input. The result is used to distinguish physically encoded selection or intent from cases in which no recoverable information about that input remains in the observable outcome. (XOR Propagation Theorem)
Theorem 15.1 introduces the functional no-go form of the Strong Free Will Theorem. Under SPIN, TWIN, and MIN, the relevant spin-1 response cannot be represented as a function of properties or information contained in the earlier universe. The FWT–Interface Bridge then applies that functional restriction to a Divine Response-Function Hypothesis and separates prior determination, rejection of MIN, event-level intervention, and physically indistinguishable action into distinct conditional routes. (Theorem 15.1; FWT–Interface Bridge)
In the unitary branch, closed-system reversibility is compared with unique outcome selection, irreversible erasure, many-to-one judgment, and miracle-like state changes. Operations requiring irreversible branch selection or state change are therefore analyzed relative to unitary evolution rather than treated as effects outside the physical interface.
The collapse branch assumes event-ontological randomness and formulates a trilemma concerning future propositions. The alternatives concern pre-event truth or determination, genuine indeterminacy, and an external determiner. This branch places claims of foreknowledge or intervention within the consequences of whichever alternative is retained.
The open-system branch represents physical evolution through CPTP channels and Stinespring dilation. Channel non-invertibility, environmental coupling, information loss, mutual information, and recovery limits are used to analyze perfect recovery, knowledge, judgment, and selection. Information-accounting arguments also invoke correlation, erasure, Landauer-type cost, and Maxwell-demon reasoning when the intervention is supposed to modify or preserve physically encoded information.
The Strong Free Will Theorem branch uses SPIN, TWIN, and MIN to impose a functional restriction rather than a probability-only restriction. Under Theorem 15.1, the relevant response cannot be a function solely of information contained in the earlier universe. The FWT–Interface Bridge classifies prior determining decree, rejection of MIN, event-level steering, and non-difference-making action as separate outcomes rather than merging them into a single inference.
The NOMA route functions as an initial domain-sorting rule. Accepting non-overlap removes physically efficacious intervention from the physical-interface domain, while rejecting non-overlap places interventionist claims inside that domain. Bohmian, single-decree, hidden-providence, and superdeterministic responses are treated as conditional branches or counter-rebuttal routes within the same architecture.
Under the unitary or no-collapse regime, the analysis reduces to reversible closed-system evolution and its relation to irreversible selection, erasure, or many-to-one transformations. Under the collapse regime, the governing assumption is ontic randomness, so the relevant reduction concerns the status of future propositions and whether an outcome is predetermined, indeterminate, or externally determined.
Under the open-system regime, subsystem evolution is described by CPTP maps and their Stinespring representation. Information loss, environmental coupling, non-invertibility, and recovery limits become the relevant formal constraints. Claims of intervention are therefore treated according to whether they correspond to distinguishable channel-level effects and whether the associated information can be recovered or accounted for.
Under the Strong Free Will Theorem regime, SPIN, TWIN, and MIN define the applicable condition set. Theorem 15.1 then excludes representing the relevant spin-1 response as a function of the earlier universe. Rejection of MIN shifts the argument into a superdeterministic or related branch rather than preserving the same premise set. (Theorem 15.1)
A non-interface or NOMA-compatible reduction removes physically efficacious historical intervention from the target domain. Within that route, theological claims that make no physical difference are classified as outside the operational state-transformation problem rather than as interacting physical claims.
- M (Mathematical Formalism, weight 3): 4.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 4.75 / 5.00
- L (Logical Traceability, weight 2): 3.25 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 3.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 5.00 / 5.00
- L (Logical Traceability, weight 2): 4.25 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 3.50 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 3.75 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 4.50 / 5.00
- L (Logical Traceability, weight 2): 3.75 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 3.75 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 3.75 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 4.75 / 5.00
- L (Logical Traceability, weight 2): 3.00 / 5.00
- S (Scope Coverage, weight 1): 4.75 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 4.00 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 3.00 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 5.00 / 5.00
- L (Logical Traceability, weight 2): 3.75 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Expand: Full overview, Strengths, and MEALS
- M (Mathematical Formalism, weight 3): 3.50 / 5.00
- E (Equation and Dimensional Integrity, weight 3): 3.00 / 5.00
- A (Assumption Clarity and Constraints, weight 2): 5.00 / 5.00
- L (Logical Traceability, weight 2): 4.00 / 5.00
- S (Scope Coverage, weight 1): 5.00 / 5.00
Comments, corrections, and suggestions are welcome. AIPR is an experimental publication system, and reader feedback helps improve both the review instrument and the presentation of papers.
Authors requesting a correction or an editorial withdrawal notice should submit requests from the email address associated with their ORCID record. If the author does not have an ORCID account connected to their Zenodo submission, they may contact the curator, who will work with them to verify their identity before processing the request.
Contact: custodian@aiphysicsreview.org