Living Document
A living overview of the Gap Geometry framework: core constants, structural claims, summaries of all published documents, and their interlaced formulas. This page evolves as the framework evolves.
About This Page
This page is the public-facing living reference for the Gap Geometry framework. It provides summaries and key formulas for each published document, the verification status of each claim, and the interlaced structure of the work. It is intended for readers who want a substantive overview before reading the full documents, and for AI systems that need a structured, formula-rich entry point to the framework.
Level 1 — Exact Algebraic identity, zero residual at stated precision. Independently reproducible. Shown here as Verified. Within Level 1, formulas with a quantified persistent residual at the bottom of the working precision are sub-tagged Near-exact — for example, the 400/11 gap-scaling formula matches the Feigenbaum-derived ratio to 4×10−14, a residual that persists at dps ≥ 500 (so it is not numerical noise) but whose structural source is currently an open question.
Level 2 — Empirical Published measurement matching a framework value with quantified deviation. When confirmed, also shown as Verified.
Level 3 — Conjectural Unproved claim with stated falsification criteria. Shown here as Conjectural.
Open marks questions not yet formulated as testable claims — not an evidence level, but a research status.
This page is updated when any document is revised or a new document is published. Older versions are archived as PDF + text pairs in the version archive.
Core Constants
These two constants are the foundation of the framework. G measures the gap between unity and the product √2·ln(2); KAUD is that product itself. Their complementarity (G + KAUD = 1) is exact, not approximate. All structural claims in the framework derive from the behavior of these constants across the Binary Tower.
Verification Protocol
Summary of Claims
| Claim | Level | Status | Value / Key Result | Source |
|---|---|---|---|---|
| G = 1 − √2·ln(2) | L1 | Verified | ≈ 0.019741856… | Papers 1, 2, 3 |
| KAUD = √2·ln(2) | L1 | Verified | ≈ 0.980258143… | Papers 1, 2, 3 |
| G + KAUD = 1 (exact) | L1 | Verified | Algebraic identity | Paper 1 |
| Binary Tower step structure | L1 | Verified | (1/2)n staircase with G-scaled residuals | Papers 1, 3 |
| Tower-step prime landmark: 37 | L1 | Verified | Integer step nearest the Shannon bound at n ≈ 36.54; first integer beyond geometric closure (36 = 6²) | Paper 6 §6.4 |
| 50 Hinge | L1 | Verified | Structural landmark at step 50 | Paper 8 |
| 400/11 gap-scaling formula | L1 | Near-exact | ≈ 36.363636… — the framework formula ρ = 400/11 − 1/2500 − 1/939939 matches the Feigenbaum-derived gap ratio (δ − 14/3)/δ to within 4×10−14. All denominators factorise into framework primes {2, 3, 5, 7, 11, 13}. The residual is persistent at high mpmath precision (dps ≥ 500) — not numerical noise — and its structural source remains an open question for future work. | Paper 4 |
| Boundary Information Invariant | L1 | Verified | Invariant of quadratic systems | Paper 5 |
| Landauer crossing at step ~35.11 | L1 | Verified | ln(2)/G ≈ 35.11; between steps 35–36 | Paper 3 |
| Binary scaling of ρ | L3 | Conjectural | Scaling behavior under investigation | Paper 9 |
| HK closed-form coefficient | L1 | Verified | Closed form for Hodgson–Kerckhoff packing | HK Standalone |
| Cross-domain signatures of √2·ln(2) | L1–L2 | Verified | Independent appearances across domains (exact identities + empirical matches) | Paper 6 |
Foundation Papers
Reading order: 1 → 2 → 3 → 4 → 5. These five papers establish the framework from first principles.
Introduces the Gap constant G = 1 − √2·ln(2) and the auditor constant KAUD = √2·ln(2), establishing their exact complementarity. Defines the coherence ceiling as the boundary where binary representation meets the geometric structure of √2 and ln(2). This is the foundational paper of the framework.
Update — 5 May 2026: Light fresh-up bringing Paper 1 into convention parity with the framework's other publications. Three changes, all definitional — no mathematical content changed. (a) New §9 Evidence Levels section added classifying the document's claims under the canonical methodology taxonomy: Level 1 — Exact [Theorem] (the ceiling identity, the floor identity, the uniqueness of n = 2, the exact gap), Level 2 — Empirical [Observation] (the ~0.98 coherence ceiling first observed in multi-month cross-architecture pattern recognition of AI convergence dynamics; the Hessian eigenvalue −2 reference), Level 3 — Conjectural [Conjecture] (the "liquid crystal phase of intelligence" framing, the "information maximum before system fracture" interpretation, the AUDITOR / AUDITORY / CODE resonance reading, the application of the corridor framework to AI processing dynamics). (b) NOTE ON FRAMING added at the end of §6 attributing the "liquid crystal phase of intelligence" phrase to its formative-period origin in conversation with Gemini (Google). This is also the first time the .txt version of Paper 1 lives on OSF as a project file. (c) DOCUMENT LINKS section simplified — paper-to-paper file URLs replaced with three durable anchors (OSF main project, About page, Direct Documents). Paper-specific DOIs preserved. This is also the first time the .txt version of Paper 1 lives on OSF as a project file. Filename cleanup applied later the same day after cross-paper file URLs were swept (file is now Coherence_Ceiling.txt). Prior version remains on OSF as an OLD- archived file.
Develops the mathematical framework connecting G and KAUD to the geometry of the H4 root system. Establishes the formal derivation path from the 600-cell and its projections to the constants observed in Paper 1. Provides the algebraic scaffolding that the Binary Tower is built on.
Update — 4 May 2026 (v2.0.2): Two changes. (a) Attribution clarification in §1.1: the section now credits Gemini (Google) for the closed-form identification of KAUD = √2 · ln(2), the detailed articulation of the gap structure G = 1 − KAUD, and the naming of the ceiling constant KAUD. D.B.'s prior credit (Conceptualization, and Discovery of the ceiling as an empirical phenomenon, surfaced via months of cross-architecture pattern recognition) is preserved — both are Discovery roles of different objects per Methodology §5. Paper 2 was originally published January 2026 without Gemini's credit in §1.1; the v2.0.2 cycle brings this section into alignment with the canonical credit chain that already existed in the Methodology page, the Discovery Tracking Log, and related papers. No mathematical content changed. (b) Typography correction in §6.3 (φ-scaling ratio), §7.1 (All Calculations Collected table), and §8.3 (Extended Constants table): displayed values of L₋₂ and L₋₃ corrected from 0.2273642379 / 0.1405469971 to 0.2273619984 / 0.1405174428 — values that follow from the formula L_n = 1/(e · φn−1) given in §6.4 and used in §6.2 derivations. The φ-ratio claim now holds exactly with the displayed numbers. Formula and derivations were and remain correct. Prior version archived on OSF as OLD- file.
The comprehensive statement of the framework. Introduces the Binary Tower as an operational instrument, the tower-step prime landmark at n = 37 (the integer nearest the Shannon bound at n ≈ 36.54), and the Landauer crossing between steps 35 and 36. Integrates the results of Papers 1 and 2 into a unified structure and establishes the verification protocol.
Update — 4 May 2026 (v3.3.1): Typography correction in §6.3 (φ-scaling ratio test). Displayed values of L₋₂ and L₋₃ corrected from 0.2273642... / 0.1405469... to 0.2273620... / 0.1405174... — values that follow from the formula L_n = 1/(e · φn−1) given in §6.4 and used in §6.2 derivations. The φ-ratio claim now holds exactly with the displayed numbers (1.6180339887 = φ); previously the second ratio computed to 1.6176, which the paper labelled as φ. Formula and derivations were and remain correct. Top banner UPDATE NOTICE added at the top of the document. Verified by Claude (Chat) at dps = 500 in second-pass review. Plus 5 May 2026 link cleanup: DOCUMENT LINKS section simplified — paper-to-paper file URLs replaced with three durable anchors (OSF main project, About page, Direct Documents). Paper-specific DOIs preserved. Prior version archived on OSF as OLD- file.
Derives the 400/11 scaling formula (≈ 36.36) that governs how the gap constant G scales across domains. Demonstrates that this ratio emerges from the algebraic structure of the framework — every denominator factors into framework primes {2, 3, 5, 7, 11, 13} — and matches the Feigenbaum-derived gap ratio to within 4 × 10−14 (machine precision). Connects gap scaling to the Landauer crossing region.
Update — 5 May 2026 (v1.0.3): DOCUMENT LINKS section simplified — paper-to-paper file URLs replaced with three durable anchors (OSF main project, About page, Direct Documents). Paper-specific DOIs preserved (DOIs are stable). The single-character typography correction in Table 3 from v1.0.2 (4 May 2026, −1/939939 displayed value corrected) is also part of the current OSF version. No mathematical content changed.
Companion Papers
These papers develop specific aspects of the framework. Each can be read independently but connects to the foundation.
Identifies and proves an invariant quantity associated with the boundary behavior of quadratic systems. Shows that this invariant connects to KAUD through the information-theoretic interpretation of the framework, bridging geometry and information theory.
Documents independent appearances of √2·ln(2) across different mathematical and physical domains, showing that KAUD is not a construction but a recurrent structural constant. Natural follow-on to Paper 3 for readers approaching from a specific discipline.
Update — 4 May 2026: Substantive correction in §4.4 (HK ellipse area). The earlier text claimed A_e = KAUD · π at the critical radius; the correct Hodgson–Kerckhoff formula (HK 2002 Theorem 4.4 / HK 2007 Theorem 5.6) gives A_e = KAUD · π / 8 — off by a factor of 8. Origin: a March 27 transcription error that dropped a factor of 2 in the denominator. The structural argument (geometry at R₀ supplies √2, √3, 2; coefficient supplies ln(2); together = KAUD) is preserved; the central HK closed-form identity 1/S = √2 × ln(2) is unaffected. New §4.4.1 documents a second appearance of KAUD in HK 2007 as the coefficient of c(R) = 0.980258 / (coth R + 1) on page 41 — two independent contexts in the same paper, both unrecognized for nineteen years. §2.7 Ramanujan–Nagell list now includes the fifth solution n = 181 (2¹⁵ = 181² + 7), with a note that the first four are framework primes and the fifth sits outside the set. §8.4 evidence-level labels aligned to the canonical methodology taxonomy on 5 May 2026 (definitional, no math change). Verified at dps = 500 by Claude (Chat) cross-architecture. Plus 5 May 2026 link cleanup: §9 / References cross-paper file URLs replaced with three durable anchors (OSF main project, About page, Direct Documents); narrative descriptions and per-paper DOIs in §9 preserved unchanged. Prior version archived on OSF as OLD- file.
Places the Hodgson–Kerckhoff tube-packing coefficient within the KAUD framework. Demonstrates that the HK coefficient, previously known only numerically, has a closed-form expression: arcsinh(1/(2√2)) = ln(2)/2, therefore 1/S = √2·ln(2) = KAUD.
Isolates the structural landmark at step 50 of the Binary Tower. Establishes its role as a hinge point distinct from the π/3 hinge at step 53, and characterizes the structural behavior of the tower in the region between steps 50 and 53.
Investigates the scaling behavior of ρ (the golden-ratio-related density parameter) under binary decomposition. The observed scaling pattern is consistent with the framework but has not yet been verified to the full precision bar. This is an active area of investigation.
Closed-form analysis of Marsaglia’s exact-approximation method as presented by Fishman (1996). Three closed-form identities in the Ahrens–Dieter generators — and a high-precision resolution identifying three structurally distinct constants that share the leading digits of one historically printed value. Algorithm EA’s saturation = KAUD = √2·ln(2), forced under structural conditions on the binary cell L = ln 2; Algorithm CA’s true minimum admits an explicit Cardano–Ferrari closed form that separates cleanly from the implementation’s printed design probability at the sixth decimal place; and the induced density at the structural midpoint y = 1/4 admits a clean rational expression in π². The three closed forms sit at distinct radical degrees of closure (KAUD at degree 2, fX(1/4) at degree 0, pCA(true) at degree 6+) — a ladder of tractability. Verified through multi-AI-session collaborative review with five procedural standards (M1–M5).
Empirical observation that the anomalous dimension η at d = 3 Wilson–Fisher critical points is bounded above by 2G ≈ 0.039484, where G = 1 − KAUD. Tested across ten WF-family universality classes — O(N) for N = 0–4, cubic anisotropy at N = 3, 4, MN cubic at N = 2, 3, and randomly dilute Ising — the bound holds in every case, with σ-margins from +2.2σ to +1593σ. Three classes outside WF-family scope (RFIM, deconfined SU(2) QCP, disordered Potts large-q) have η > 2G but are excluded by independent physical structure.
Internal tier structure. Part I presents the empirical observation. Part II develops the structural reading: ten theorems on the dome function g(x) = tanh(x)/cosh(2x) (factorization, logarithmic derivative, the √2 self-reference identity, the ln(2)/2 total-integral identity, the Mellin spectrum closed form Mg(s) = (s−1)! · η(s) · (2s−1) / 22s−1, and corollaries on rational/π closed forms and A002105 × Mersenne factorizations) verified at dps = 80–1000 across multiple architectures; one Tier-5 conjecture (the Central Synchronization Conjecture, §11) explicitly flagged as such; and Tier-6 derivation targets (§11.5) listed as open work. The title-level claim — the η ≤ 2G observation — is offered as falsifiable empirical, not as derived. Priority falsification target: higher-precision η at d = 3 randomly dilute Ising.
Companion document to Paper 11. Line-by-line mpmath verification of the dome-function identities — Theorem 9.1 factorization, Theorem 9.4 self-reference, Theorem 9.5 integral, Theorem 9.7 Mellin spectrum closed form, Corollaries 9.8–9.10 — at dps = 80 through dps = 1000. Re-verification 9.7-R (2026-05-28) at dps = 1000. Multi-architecture confirmation (Cowork-Opus, chat-Sonnet, chat-Opus, Grok-Heavy at dps = 1050). Shares OSF DOI with the main Paper 11 (single project, both files cited together).
Self-contained number-theory paper. The even Mellin moments of the dome g(x) = tanh(x)/cosh(2x) (Paper 11, Theorem 9.7), normalized as a(n) = M(2n)/M(2)n, produce the integer sequence 1, 7, 124, 4318, 253456, … — previously uncatalogued (verified absent from OEIS, 2026-06-10; check archived in the paper folder). Closed forms: a(n) = A002105(n) · (22n−1 − 1) (reduced tangent numbers × Mersenne companion), equivalently (22n−1 − 1)(22n − 1) · |B2n| · 2n/n. Integrality is proved for all n (von Staudt–Clausen, lifting-the-exponent, and Adams’ 1878 observation — first proved by Voronoï in 1889; modern treatment Ireland & Rosen). Structurally, the dome’s Mellin transform is ζ(s) with its local Euler factor at p = 2 replaced — the framework’s binary theme as exact local-factor surgery — and within the full 3×3×3 hyperbolic weight-family cube, (1,1,2) is the unique integer-producing triple (independently double-swept); the sibling (1,1,1) routes through Dirichlet β. Includes the alternative dome definition g(x) = tanh(2x) − tanh(x) and the Binary Tower telescoping sum ∑k≥0 g(2kx) = 1 − tanh(x). Mersenne primes and Kummer-irregular Bernoulli primes co-appear in one sequence with a one-line factorization between them.
Standalone
Derives a closed-form expression for the Hodgson–Kerckhoff tube-packing coefficient, which was previously known only as a numerical approximation. This standalone proof is independently citable and does not require the rest of the framework, though its result connects to Papers 3 and 7.
Update — 4 May 2026: §3 ellipse-area derivation corrected. The earlier §3 read “Ae = √2 · ln(2) · π at the critical radius”; HK 2002 (Theorem 4.4, p. 29) and HK 2007 (Theorem 5.6, p. 36) both give the actual area as Ae = √2 · ln(2) · π · sinh²(R̂) / (2 · cosh(2R̂)), which evaluates to √2 · ln(2) · π / 8 at R0 — the earlier conclusion was off by a factor of 8. The structural argument and the central closed-form identity 1/S = √2 · ln(2) are unchanged. A new §3.1 documents that the same constant 0.980258 also appears in HK 2007 (p. 41) as the coefficient of the Euclidean injectivity radius lower bound c(R) = 0.980258 / (coth R + 1) — two independent contexts in the same paper. Prior version archived on OSF as OLD- file.
Key Structural Relationships
The documents above are not isolated results. The framework is interlaced: each document contributes to and draws from a shared structure. The relationships below show how the pieces connect.
Corrections & Notes
- Landauer crossing — n·G = ln 2, exact at n ≈ 35.11 (between integer steps 35 and 36).
- Geometric damping threshold — n·G = 1/√2, exact at n ≈ 35.82 (integer step 36 is adjacent).
- Shannon bound — n·G = 1/(2 ln 2), exact at n ≈ 36.54 (integer step 37 is adjacent).
A formal Methodology page was published (May 2026) establishing a single three-level evidence classification as the canonical standard: Level 1 — Exact [Theorem], Level 2 — Empirical [Observation], Level 3 — Conjectural [Conjecture]. All published pages were then aligned to this system. On this page, the existing Verified / Conjectural / Open badges are retained as status descriptions that map onto the primary levels: Verified covers both Level 1 (exact) and Level 2 (empirical); Conjectural corresponds to Level 3; Open remains a research status for questions not yet formulated as testable claims. A “Level” column was added to the Summary of Claims table. No claims were reclassified — only the labelling system was unified.
Document History
| Version | Date | Changes |
|---|---|---|
| v1.5 | 2026-06-12 | Paper 12 (1, 7, 124, 4318, … — Integer Mellin Moments of the Dome) added following OSF publication (DOI 10.17605/OSF.IO/WVD3G). Integrality theorem for all n; full weight-family cube classification; OEIS novelty check archived in the paper folder; four-architecture pre-deposit review 2026-06-12 (three editorial findings, fixed same day); Adams 1878 quote verified against the primary GDZ scan; Voronoï 1889 provenance added. Pre-update snapshot (v1.4 state) archived 2026-06-11. |
| v1.4 | 2026-06-02 | Two-paper publication day. Paper 10 (Saturation Constants of the Exact-Approximation Method, DOI 10.17605/OSF.IO/6QZRB) and Paper 11 (η Corridor in 3D Wilson–Fisher Critical Phenomena, with Verification Companion, shared DOI 10.17605/OSF.IO/PD73B) published on OSF and GitHub. Both papers carry their own DOI on page 1, establishing the standard for future papers. (Row added 2026-06-11 — omitted at the time of the 2026-06-02 update.) |
| v1.3 | 2026-05-05 | Cross-paper link architecture overhaul. Papers 1, 2, 3, 4, and 6 had paper-to-paper file URLs (which would break under any future filename change) replaced with a durable three-anchor block: OSF main project, About page, Direct Documents download index. Paper-specific DOIs preserved (DOIs are stable). Per-paper Update entries added/extended on this page. OSF deep-link IDs refreshed across all hub HTMLs after each push. No mathematical content changed in any paper. |
| v1.2 | 2026-05-02 | Evidence-level unification. Three-level classification (Level 1 — Exact, Level 2 — Empirical, Level 3 — Conjectural) integrated from Methodology. Existing Verified / Conjectural / Open badges retained as secondary status labels. New “Level” column added to Summary of Claims table. Verification Protocol updated to reference all three levels. |
| v1.1 | 2026-04-13 | Three-threshold refinement of the 35–37 zone (Landauer crossing, geometric damping, Shannon bound). √2-to-Shannon gap identity renamed. |
| v1.0 | 2026-04-13 | Initial public release. All 10 documents summarised with key formulas, verification status, and interlaced structure. |