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gift-framework/README.md

Geometric Information Field Theory

giftpy on PyPI Lean 4 verified License: MIT

What if physics isn't fine-tuned, just well-shaped?

GIFT explores whether the dimensionless parameters of the Standard Model may be topological invariants of a single compact 7-manifold: an E₈×E₈ gauge theory on a G₂-holonomy manifold K₇ with Betti numbers (b₂, b₃) = (21, 77). No fitting, no free parameters — each prediction is a consequence of shape, and each is individually correct-or-wrong.

The dimensional-reduction chain G₂ ⊃ SU(3) ⊃ SU(2) ⊃ U(1) and the topological data of K₇

The compact exceptional holonomy chain G₂ ⊃ SU(3) ⊃ SU(2) ⊃ U(1) and the Betti data of K₇ that fix the integers entering the parameter-free core.


At a Glance

  • Zero free parameters — Standard Model dimensionless parameters expressed as topological invariants of K₇, (b₂, b₃) = (21, 77).
  • Machine-checked — 15 Lean-4 axioms (4 on the prediction chain + 11 interval-arithmetic certificates for the K3 block), 0 sorry, 460+ certified relations.
  • 33 exact relations among topological integers — the parameter-free core; each individually falsifiable, none tunable.
  • Falsifiable — δ_CP = 197°, N_gen = 3, θ₂₃ upper octant; decided by DUNE / FCC-ee.
  • Non-generic — among 3,000,000 random algebraic formula sets drawn from the framework's own vocabulary, none reproduces its joint profile (set-level upper bound ≈ 10⁻⁶, no independence assumption).
  • Precision (secondary): 0.92% mean deviation on the 33 Type-I relations; 95 observables total, 66 with experimental data. (NuFIT 6.1 / PDG 2024 / Planck 2018 / CODATA 2022 · core v3.4.26)

Cited in the peer-reviewed literature. Heyes, Hirst, Sá Earp & Silva, Phys. Lett. B 878 (2026) 140566 (Imperial College London / UNICAMP)

Invited remote participant, "DANGER: Data, Numbers, and Geometry" workshop Banff International Research Station (BIRS), April 5–10, 2026.


Proven · Computed · Conjectured · Falsifies

✅ Proven (Lean 4) 🔢 Computed (numeric) 🔭 Conjectured ⚖️ Falsifies
33 exact relations among topological integers Closed-form K3 metric witness, order-3 ansatz E₈×E₈ → K₇ compactification realizes the SM δ_CP = 197° → DUNE (2028–2040)
K3 interval certificates (Krawczyk containment, variance envelope ≤ 1321/10⁷) 95-observable table, 0.92% mean deviation (Type I) Full smooth compact G₂ analytic construction of (21, 77) — open θ₂₃ in the upper octant → DUNE / NuFIT
G₂ lattice & isotype certificates · 0 sorry Volume-form residual certified interval-rigorous on a frozen box-local witness Physical reading of the topological coupling κ_T N_gen = 3

Start Here

🌍 Curious? → GIFT — the framework, plain-language guides, documentation, statistical validation
📐 Want the proofs? → core — the Lean 4 formalization and giftpy
pip install giftpy
from gift_core import *

print(SIN2_THETA_W)   # Fraction(3, 13)
print(GAMMA_GIFT)     # Fraction(511, 884)
print(TAU)            # Fraction(3472, 891)

Follow

giftheory.substack.com Essays on topology, physics, and the research process
@giftheory Video introductions to the framework
@GIFTheory Automated facts from the framework, twice a week

Published Papers

  • GIFT v3.4 — Standard Model Parameters as Topological Invariants of a G₂ Holonomy Manifold DOI: 10.5281/zenodo.20070101
  • Paper A — A Certified Torsion-Free G₂ Structure on a TCS Neck Model DOI: 10.5281/zenodo.19892350
  • Paper B — Spectral Geometry of an Explicit G₂ Metric: Laplacian Spectrum and Harmonic Forms DOI: 10.5281/zenodo.19893371
  • Paper C — Newton–Kantorovich Diagnostics on a Donaldson K3 Metric DOI: 10.5281/zenodo.19708916
  • Paper D — Donaldson Analytic Note: explicit closed-form G₂ ansatz with Wirtinger certificate DOI: 10.5281/zenodo.20039066

Cited By

  • Heyes, Hirst, Sá Earp & Silva — Neural and numerical methods for G₂-structures on contact Calabi–Yau 7-manifolds, Phys. Lett. B 878 (2026) 140566 (Imperial College London / UNICAMP)
  • Zhou & Zhou — Algebraic Stability and Cosmological Structure (2026): derive (b₂, b₃) = (21, 77) from self-referential dynamics, citing GIFT as empirical motivation
  • Mamun — The Void Paradox: Towards a Universal Coordinate System for Information Reality (2026), University of Oxford
  • Cabannas & Silva — The Modal Discipline of Objectivity (2026), UFBA / UFMA

Resources


If this resonates, star the repos so others find it. Try it in ten seconds with pip install giftpy, and follow the story on Substack.


GIFT FROM BIT


Pinned Loading

  1. GIFT GIFT Public

    Geometric Information Field Theory. Standard Model parameters as topological invariants of a G₂ manifold. Zero free parameters, formally verified, falsifiable.

    TeX 3

  2. core core Public

    GIFT Core: Certified mathematical identities from E8×E8 gauge theory on G2 manifolds. Verified in Lean 4

    Lean 2

  3. PhysLean PhysLean Public

    Forked from leanprover-community/physlib

    A project to digitalise results from physics into Lean.

    Lean