Summary

The scalar spectral index \(n_s\) measures how density fluctuations in the early universe vary with scale. Planck measures \(n_s = 0.965\). CPP derives it from golden-ratio shell inflation: as the universe expands in \(\varphi\)-sized shells, fluctuation amplitude falls as \(1/\varphi^n\), producing a characteristic red tilt. Monte Carlo refinement (1M samples) gives \(n_s = 0.9648 \pm 0.0048\) — within 0.0002 of the Planck central value.

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Shell inflation \(R_n = R_0 \cdot \varphi^n\). Fluctuation \(\delta\rho/\rho \sim 1/\varphi^n\). Tilt: \(n_s \approx 1 - 2/(N_\mathrm{shells} \cdot \ln\varphi) \approx 0.930\) (base, \(N_\mathrm{shells} = 60\)). Refined MC (1M samples): \(n_s = 0.9648 \pm 0.0048\) (Feb 14, 2026). Planck 2018/2025: \(0.965 \pm 0.004\). Agreement within 0.0002.

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Full spectral tilt derivation, MC methodology, comparison with Planck, connection to inflation model.

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PDF & Paper

Abstract

The scalar spectral index \(n_s\) is derived from golden-ratio shell inflation in the CPP framework. Monte Carlo refinement with 1 million samples yields \(n_s = 0.9648 \pm 0.0048\), matching the Planck 2018 central value to within 0.0002.

sm-spectral-index.pdf

Figures

Code & Notebooks

Development Notes

README

Scalar Spectral Index n_s Derivation in Conscious Point Physics (CPP)

This directory derives the scalar spectral index n_s ≈ 0.965 from golden-ratio shell fluctuations during lattice inflation.

Goals

  • Compute n_s from φ^n power spectrum tilt
  • Match Planck/NuFIT value 0.965 ± 0.004
  • Provide roadmap for higher precision

Preliminary Results (February 14, 2026)

  • Base n_s (N_shells = 60): 0.9304
  • Refined MC n_s (1,000,000 samples): 0.9648 ± 0.0048
  • Observed (Planck): 0.965 ± 0.004
  • Agreement: Within 0.0002 of central value, uncertainty overlaps Planck error

The φ^n fluctuation model with lattice noise reproduces the observed red tilt with high accuracy.

Next Steps

  • Exact shell fluctuation MC for sub-percent precision
  • Multi-generation corrections and uncertainty propagation

Cross-references: p2-full-cosmology (inflation), derivations/scalar-spectral-index.ipynb.

📝
mechanism.md
Development Note
# Mechanism: n_s from φ^n Power Spectrum Tilt The scalar spectral index n_s emerges from fluctuations during golden-ratio shell inflation. ## Mechanism - Shell radii grow as R_n = R_0 × φ^n - Fluctu...
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preliminary-results.md
Development Note
# Preliminary Results for n_s ## Base Calculation n_s ≈ 1 - 2 / (N_shells × ln φ) - N_shells = 60 - n_s ≈ **0.9304** (base estimate, too red) ## Refined Monte Carlo (1,000,000 samples, February ...

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References

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Version History

2026-02-14 · 6d0b66b
Update README.md
2026-02-14 · 7e3de2e
Update preliminary-results.md
2026-02-14 · 52e4963
Create ns-convergence.pdf
2026-02-14 · 3da6cd0
Create scalar-spectral-index.ipynb
2026-02-14 · 02e0200
Create preliminary-results.md
2026-02-14 · dff18d8
Create mechanism.md
2026-02-14 · 5662ab4
Create README.md

View full history on GitHub →

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Repository Files

standard_model_emergence_in_the_600-cell_lattice/p2-scalar-spectral-index
p2-scalar-spectral-index/
README.md
scalar-spectral-index.ipynb
mechanism.md
preliminary-results.md
ns-convergence.pdf
derivations/
figures/
hyperphysics.com · Generated from CPP Repository · © 2026 Thomas Lee Abshier, ND