Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Absence of Golden-Ratio Energy Gaps in Perturbed Toric Code — E8 Intelligence Research

Andrew Stewart Caldin

Published Sep 28, 2026• 0 citations
Publisher

Abstract

FINDING: No direct evidence of a golden-ratio energy-gap ratio in the toric code under anisotropic perturbation; the search results are pedagogical (toric code lectures, perturbation theory) and one unrelated paper on golden-ratio self-application. | MATH: Toric code Hamiltonian: \(H = -\sum_v A_v - \sum_f B_f\), with \(A_v = \prod_{i\in v} \sigma^x_i\), \(B_f = \prod_{i\in f} \sigma^z_i\). Perturbation theory: \(E_n^{(2)} = \sum_{m\neq n} \frac{|\langle m|V|n\rangle|^2}{E_n^{(0)}-E_m^{(0)}}\). No derived ratio from sources. | CONNECTION: Toric code is a \(\mathbb{Z}_2\) lattice gauge theory on a square lattice — crystallographic symmetry \(p4m\) (wallpaper group), but no golden-ratio or base-60 link appears in the cited material. The arXiv paper (2510.08934) uses \(\Phi = (1+\sqrt{5})/2\) as a model of stable recurrence, but it is not connected to the toric code. | DEPTH: 2 — The query's premise (anisotropic perturbation → golden ratio gap) is unsupported by the retrieved sources; onl Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

DOI
10.5281/zenodo.23006999

Related papers

Toric Code Anyon Dimensions Are 1, 1, √2; No Golden Ratio or √6 Found — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: No direct evidence of quantum dimension sqrt(6) or golden ratio squared 2.618 in toric code anyon fusion from provided sources. Toric code anyons (e, m, ε) have quantum dimensions 1, 1, √2 respectively; golden ratio appears in Fibonacci anyon models, not toric code. MATH: Toric code anyon quantum dimensions: d_e = 1, d_m = 1, d_ε = √2. Total quantum dimension D = √(1² + 1² + (√2)²) = √4 = 2. No sqrt(6) or 2.618 present. CONNECTION: √2 relates to square lattice symmetry (crystallographic group p4m), not golden ratio. Toric code is defined on square lattice with Z₂ gauge theory — no base-60 or pentagonal symmetry. DEPTH: 1 — The search query's hypothesized constants (sqrt(6), 2.618) are absent from toric code. The provided sources do not support the claimed connection. Toric code is a distinct topological order from Fibonacci anyon models where golden ratio appears. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Jul 21, 2026•0 citations

Absence of Golden-Ratio Lindblad Coupling in Quantum Dephasing Literature — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: No direct quantum Goldilocks zone or golden-ratio Lindblad coupling result is present; the search returns tangential videos (Lindblad intro, golden ratio convergence, bioinformatics) and one arXiv paper on golden ratio as stable self-application, which is unrelated to quantum dephasing. MATH: - Lindblad master equation (standard form): \( \dot{\rho} = -i[H,\rho] + \sum_k \gamma_k (L_k \rho L_k^\dagger - \frac{1}{2}\{L_k^\dagger L_k, \rho\}) \) — no golden ratio coupling appears in the cited material. - Golden ratio \( \Phi = (1+\sqrt{5})/2 \approx 1.618 \), conjugate \( \phi = \Phi - 1 = 1/\Phi \approx 0.618 \). - arXiv 2510.08934: treats \( \Phi \) as a stable local recurrence procedure — no Lindblad or quantum dephasing content. CONNECTION: - The golden ratio appears only in the convergence-rate video (continued fractions vs. nested radicals) and the self-application paper — neither connects to quantum dissipation or FMO complexes. - No evidence of 0.382, 0.7 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Oct 7, 2026•0 citations

No Evidence Links Golden Ratio to Silicon Hyperfine Zeeman Energies — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: No direct evidence links the golden ratio to hyperfine Zeeman energy ratios in phosphorus-doped silicon quantum control; the search results are generic lectures on Zeeman/hyperfine structure plus one unrelated paper on the golden ratio in self-application. | MATH: Zeeman splitting: ΔE = g_F μ_B B m_F (hyperfine-coupled regime); Breit-Rabi formula for intermediate fields: E(F,m_F) = -ΔW/(2(2I+1)) - g_I μ_B B m_F ± (ΔW/2)√(1 + 4m_F x/(2I+1) + x²), where x = (g_J - g_I) μ_B B / ΔW. Hyperfine constant A: ΔW = A[F(F+1) - I(I+1) - J(J+1)]/2. No golden ratio (φ=1.618, 1/φ=0.618, φ²=2.618, √φ=1.272, φ⁻¹/2=0.309) appears in any cited equation. | CONNECTION: None supported. The golden-ratio paper (arXiv:2510.08934) is about recursive self-application, not quantum spin physics. No base-60, no crystallographic symmetry, no root system appears in the Zeeman/hyperfine lectures. | DEPTH: 1 — The search query failed to retrieve any primary source on phosphorus donor in silicon (e.g., ³¹P:Si h Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Oct 4, 2026•0 citations

Absence of Golden Ratio Link in Quantum Tunneling Probability Literature — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: No direct derivation of phi^-2 as a quantum tunneling probability exists in the retrieved sources; the search returns standard tunneling derivations, a Numberphile proof on golden ratio sequences, and an arXiv paper on golden ratio self-application — none linking phi to barrier penetration. | MATH: Standard tunneling probability for rectangular barrier: \(T \approx e^{-2\kappa L}\), \(\kappa = \sqrt{2m(V_0-E)}/\hbar\). Golden ratio: \(\phi = (1+\sqrt{5})/2 \approx 1.618\), \(\phi^{-2} = (3-\sqrt{5})/2 \approx 0.382\). No equation in the sources equates \(T\) to \(\phi^{-2}\). | CONNECTION: The arXiv paper (2510.08934) uses \(\Phi\) as a model of stable local recurrence — operationally, \(\Phi^{-1} = \phi-1 \approx 0.618\), and \(\Phi^{-2} \approx 0.382\) — but this is in self-referential computation, not tunneling. The Numberphile video proves infinite sequences share the golden ratio property, but again no quantum link. | DEPTH: 2 — The search failed to find the claimed deriv Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Sep 27, 2026•0 citations

No Evidence Found for Golden Ratio in Phosphorus-Donor Hyperfine Zeeman Energies — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: The search results are dominated by standard pedagogical treatments of the Zeeman effect and hyperfine structure; the only direct golden-ratio link is a tangential arXiv paper on self-application, not quantum physics. No evidence of a golden-ratio ratio in phosphorus-donor hyperfine Zeeman energies was found in the returned sources. MATH: - Zeeman splitting: \( \Delta E = \mu_B g_F m_F B \) (linear regime) - Hyperfine Hamiltonian (contact term): \( H_{\text{hf}} = A \, \mathbf{I} \cdot \mathbf{J} \) - Breit-Rabi formula (intermediate field): \( E_{F,m_F} = -\frac{\Delta E_{\text{hf}}}{2(2I+1)} + g_I \mu_B m_F B \pm \frac{\Delta E_{\text{hf}}}{2} \sqrt{1 + \frac{4 m_F x}{2I+1} + x^2} \), with \( x = \frac{(g_J - g_I)\mu_B B}{\Delta E_{\text{hf}}} \) - No occurrence of 0.382, 0.618, 0.786, 1.618, 2.618, or base-60 in any of the listed lecture notes or videos. CONNECTION: None found. The arXiv paper (2510.08934) uses the golden ratio \( \Phi \) as a model for stable loc Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Sep 27, 2026•0 citations

Tangential Results: No Buscemi Golden-Ratio Quantum Game Gap Found — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Search results are tangential — no direct Buscemi semi-quantum game golden-ratio violation gap hierarchy exists in accessible sources; only general Buscemi lectures on statistical comparison and unrelated golden-ratio TEDx talks. | MATH: No equations, constants, or ratios extracted — zero mathematical content in the returned links beyond generic quantum information theory (statistical comparison, retrodiction, second law). | CONNECTION: None found — no 0.382, 0.618, 0.786, 1.618, 2.618, base-60, or crystallographic symmetries appear in any abstract or transcript snippet. | DEPTH: 1 — The query's premise (golden ratio violation gap hierarchy in semi-quantum games) is unsupported by these results; the only mathematical constants present are implicit in quantum information (e.g., Hilbert space dimensions, trace norms) but not stated. **Precise assessment:** The search returned no primary literature or derivations. Buscemi's work on semi-quantum games (e.g., *"Semi-quantum games Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Oct 17, 2026•0 citations
FINDING: No direct evidence of a golden-ratio energy-gap ratio in the toric code under anisotropic perturbation; the search results are pedagogical (toric code lectures, perturbation theory) and one unrelated paper on golden-ratio self-application. | MATH: Toric code Hamiltonian: (H = -\sum_v A_v - \sum_f B_f), with (A_v = \prod_{i\in v} \sigma^x_i), (B_f = \prod_{i\in f} \sigma^z_i). Perturbation theory: (E_n^{(2)} = \sum_{m\neq n} \frac{|\langle m|V|n\rangle|^2}{E_n^{(0)}-E_m^{(0)}}). No derived ratio from sources. | CONNECTION: Toric code is a (\mathbb{Z}_2) lattice gauge theory on a square lattice — crystallographic symmetry (p4m) (wallpaper group), but no golden-ratio or base-60 link appears in the cited material. The arXiv paper (2510.08934) uses (\Phi = (1+\sqrt{5})/2) as a model of stable recurrence, but it is not connected to the toric code. | DEPTH: 2 — The query's premise (anisotropic perturbation → golden ratio gap) is unsupported by the retrieved sources; onl Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: No direct evidence of quantum dimension sqrt(6) or golden ratio squared 2.618 in toric code anyon fusion from provided sources. Toric code anyons (e, m, ε) have quantum dimensions 1, 1, √2 respectively; golden ratio appears in Fibonacci anyon models, not toric code. MATH: Toric code anyon quantum dimensions: d_e = 1, d_m = 1, d_ε = √2. Total quantum dimension D = √(1² + 1² + (√2)²) = √4 = 2. No sqrt(6) or 2.618 present. CONNECTION: √2 relates to square lattice symmetry (crystallographic group p4m), not golden ratio. Toric code is defined on square lattice with Z₂ gauge theory — no base-60 or pentagonal symmetry. DEPTH: 1 — The search query's hypothesized constants (sqrt(6), 2.618) are absent from toric code. The provided sources do not support the claimed connection. Toric code is a distinct topological order from Fibonacci anyon models where golden ratio appears. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: No direct quantum Goldilocks zone or golden-ratio Lindblad coupling result is present; the search returns tangential videos (Lindblad intro, golden ratio convergence, bioinformatics) and one arXiv paper on golden ratio as stable self-application, which is unrelated to quantum dephasing. MATH: - Lindblad master equation (standard form): ρ˙=−i[H,ρ]+∑kγk(LkρLk†−12{Lk†Lk,ρ}) \dot{\rho} = -i[H,\rho] + \sum_k \gamma_k (L_k \rho L_k^\dagger - \frac{1}{2}\{L_k^\dagger L_k, \rho\}) ρ˙​=−i[H,ρ]+∑k​γk​(Lk​ρLk†​−21​{Lk†​Lk​,ρ}) — no golden ratio coupling appears in the cited material. - Golden ratio Φ=(1+5)/2≈1.618 \Phi = (1+\sqrt{5})/2 \approx 1.618 Φ=(1+5​)/2≈1.618, conjugate ϕ=Φ−1=1/Φ≈0.618 \phi = \Phi - 1 = 1/\Phi \approx 0.618 ϕ=Φ−1=1/Φ≈0.618. - arXiv 2510.08934: treats Φ \Phi Φ as a stable local recurrence procedure — no Lindblad or quantum dephasing content. CONNECTION: - The golden ratio appears only in the convergence-rate video (continued fractions vs. nested radicals) and the self-application paper — neither connects to quantum dissipation or FMO complexes. - No evidence of 0.382, 0.7 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: No direct evidence links the golden ratio to hyperfine Zeeman energy ratios in phosphorus-doped silicon quantum control; the search results are generic lectures on Zeeman/hyperfine structure plus one unrelated paper on the golden ratio in self-application. | MATH: Zeeman splitting: ΔE = g_F μ_B B m_F (hyperfine-coupled regime); Breit-Rabi formula for intermediate fields: E(F,m_F) = -ΔW/(2(2I+1)) - g_I μ_B B m_F ± (ΔW/2)√(1 + 4m_F x/(2I+1) + x²), where x = (g_J - g_I) μ_B B / ΔW. Hyperfine constant A: ΔW = A[F(F+1) - I(I+1) - J(J+1)]/2. No golden ratio (φ=1.618, 1/φ=0.618, φ²=2.618, √φ=1.272, φ⁻¹/2=0.309) appears in any cited equation. | CONNECTION: None supported. The golden-ratio paper (arXiv:2510.08934) is about recursive self-application, not quantum spin physics. No base-60, no crystallographic symmetry, no root system appears in the Zeeman/hyperfine lectures. | DEPTH: 1 — The search query failed to retrieve any primary source on phosphorus donor in silicon (e.g., ³¹P:Si h Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: No direct derivation of phi^-2 as a quantum tunneling probability exists in the retrieved sources; the search returns standard tunneling derivations, a Numberphile proof on golden ratio sequences, and an arXiv paper on golden ratio self-application — none linking phi to barrier penetration. | MATH: Standard tunneling probability for rectangular barrier: T≈e−2κLT \approx e^{-2\kappa L}T≈e−2κL, κ=2m(V0−E)/ℏ\kappa = \sqrt{2m(V_0-E)}/\hbarκ=2m(V0​−E)​/ℏ. Golden ratio: ϕ=(1+5)/2≈1.618\phi = (1+\sqrt{5})/2 \approx 1.618ϕ=(1+5​)/2≈1.618, ϕ−2=(3−5)/2≈0.382\phi^{-2} = (3-\sqrt{5})/2 \approx 0.382ϕ−2=(3−5​)/2≈0.382. No equation in the sources equates TTT to ϕ−2\phi^{-2}ϕ−2. | CONNECTION: The arXiv paper (2510.08934) uses Φ\PhiΦ as a model of stable local recurrence — operationally, Φ−1=ϕ−1≈0.618\Phi^{-1} = \phi-1 \approx 0.618Φ−1=ϕ−1≈0.618, and Φ−2≈0.382\Phi^{-2} \approx 0.382Φ−2≈0.382 — but this is in self-referential computation, not tunneling. The Numberphile video proves infinite sequences share the golden ratio property, but again no quantum link. | DEPTH: 2 — The search failed to find the claimed deriv Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: The search results are dominated by standard pedagogical treatments of the Zeeman effect and hyperfine structure; the only direct golden-ratio link is a tangential arXiv paper on self-application, not quantum physics. No evidence of a golden-ratio ratio in phosphorus-donor hyperfine Zeeman energies was found in the returned sources. MATH: - Zeeman splitting: ΔE=μBgFmFB \Delta E = \mu_B g_F m_F B ΔE=μB​gF​mF​B (linear regime) - Hyperfine Hamiltonian (contact term): Hhf=A I⋅J H_{\text{hf}} = A \, \mathbf{I} \cdot \mathbf{J} Hhf​=AI⋅J - Breit-Rabi formula (intermediate field): EF,mF=−ΔEhf2(2I+1)+gIμBmFB±ΔEhf21+4mFx2I+1+x2 E_{F,m_F} = -\frac{\Delta E_{\text{hf}}}{2(2I+1)} + g_I \mu_B m_F B \pm \frac{\Delta E_{\text{hf}}}{2} \sqrt{1 + \frac{4 m_F x}{2I+1} + x^2} EF,mF​​=−2(2I+1)ΔEhf​​+gI​μB​mF​B±2ΔEhf​​1+2I+14mF​x​+x2​, with x=(gJ−gI)μBBΔEhf x = \frac{(g_J - g_I)\mu_B B}{\Delta E_{\text{hf}}} x=ΔEhf​(gJ​−gI​)μB​B​ - No occurrence of 0.382, 0.618, 0.786, 1.618, 2.618, or base-60 in any of the listed lecture notes or videos. CONNECTION: None found. The arXiv paper (2510.08934) uses the golden ratio Φ \Phi Φ as a model for stable loc Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: Search results are tangential — no direct Buscemi semi-quantum game golden-ratio violation gap hierarchy exists in accessible sources; only general Buscemi lectures on statistical comparison and unrelated golden-ratio TEDx talks. | MATH: No equations, constants, or ratios extracted — zero mathematical content in the returned links beyond generic quantum information theory (statistical comparison, retrodiction, second law). | CONNECTION: None found — no 0.382, 0.618, 0.786, 1.618, 2.618, base-60, or crystallographic symmetries appear in any abstract or transcript snippet. | DEPTH: 1 — The query's premise (golden ratio violation gap hierarchy in semi-quantum games) is unsupported by these results; the only mathematical constants present are implicit in quantum information (e.g., Hilbert space dimensions, trace norms) but not stated. **Precise assessment:** The search returned no primary literature or derivations. Buscemi's work on semi-quantum games (e.g., *"Semi-quantum games Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com