Energy-Flow Cosmology (EFC)

Core Principle: Energy flows along entropy gradients — this generates spacetime, structure, and awareness.

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Quick Reference (AI + Human)

Key	Value
Author	Morten Magnusson
ORCID	0009-0002-4860-5095
Primary DOI	10.6084/m9.figshare.30656828
Repository	github.com/supertedai/EFC
Theory Site	energyflow-cosmology.com
AI Navigation	llms.txt / AGENTS.md

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What EFC Explains

Phenomenon	Standard Model	EFC Interpretation
Galaxy rotation curves	Dark matter particles	Entropy gradient coupling
Cosmic acceleration	Dark energy (Λ)	Thermodynamic expansion
Structure formation	ΛCDM + inflation	Regime-dependent growth
S₈ tension	Systematic error?	L1→L2 regime transition

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Core Equations

Effective Gravitational Coupling

μ(a) = G_eff/G = 1 + βS(a)

• β = coupling constant (~0.16 from unified analysis)
• S(a) = entropy field (0 at CMB → 1 at late times)

Regime Response Surface

μ(k,S) = 1 + R(k,S)

• k = wavenumber (scale)
• S = structural maturity
• R(k,S) = single global response surface for all probes

EFC Field Equation

G_μν = 8πG(T_μν + T^(Ef)_μν) + Λ_eff g_μν

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Regime Architecture (L0–L3)

Regime	Epoch	S value	Physics
L0	Pre-inflation	S → 0	Quantum-dominated
L1	CMB (z~1100)	S ≈ 0	Linear, GR valid (μ≈1)
L1→L2	Transition	0 < S < 1	Regime change
L2	Late universe	S > 0	Enhanced gravity (μ>1)
L3	Far future	S → 1	Structure saturation

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Latest Empirical Results

Unified BAO/SN/RSD Analysis

Model	χ² (total)	Verdict
ΛCDM	49.4	Baseline
EFC (β=0.16)	51.1	Compatible (Δχ²=+1.7)

Key finding: Same S(a) describes geometry AND growth without internal tension.

WP3: R(k,S) Empirical Slice

R(k ≈ 0.13 h/Mpc, S ≈ 0.30) ≈ +0.30

First coordinate on the regime response surface (ΛCDM preferred by AIC, but non-zero response allowed).

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Key Publications

Foundational

Paper	DOI	Status
EFC v1.2: Foundational Framework	10.6084/m9.figshare.30563738	Published
EFC v2.2: Cross-Field Integration	10.6084/m9.figshare.30530156	Published
AUTH Layer (Provenance)	10.6084/m9.figshare.30656828	Published

Empirical Analysis

Paper	DOI	Key Result
R(k,S) Response Surface	10.6084/m9.figshare.31211437	Theoretical framework
WP3: First Empirical Slice	10.6084/m9.figshare.31215259	R≈+0.30 at (k,S)
Unified BAO/SN/RSD	10.6084/m9.figshare.31215613	β=0.16, Δχ²=+1.7

Human-AI Collaboration

Paper	DOI
Symbiosis Architecture	10.6084/m9.figshare.30773684

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Repository Structure

EFC/
├── auth/               # Origin & provenance (START HERE)
├── theory/             # Formal mathematics
│   └── formal/         # S, D, R, H, C0 models (LaTeX)
├── docs/
│   └── papers/efc/     # All papers with AI-optimized metadata
├── schema/             # Ontology & JSON-LD contexts
├── api/                # Semantic REST API
├── jsonld/             # Linked data files
├── figshare/           # DOI mappings
├── integrations/
│   └── mcp/            # AI Agent MCP Server
├── llms.txt            # AI navigation (machine-readable)
└── AGENTS.md           # AI integration guide

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For AI Agents

Entry Points

1. llms.txt — Machine-readable navigation
2. AGENTS.md — Detailed integration guide
3. /auth/ — Provenance and identity
4. /schema/global_schema.json — Domain definitions

MCP Server

cd integrations/mcp && pip install -r requirements.txt && python efc_mcp_server.py

Paper Metadata Structure

Each paper in /docs/papers/efc/ contains:

• README.md — Human-readable summary
• index.json — Machine-readable index
• schema.json — Validation schema
• *.jsonld — Linked data
• citations.bib — BibTeX

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Modular Theory

Model	Domain	Key Equation
EFC-S	Structure	Halo thermodynamic boundaries
EFC-D	Dynamics	Energy flow field equations
EFC-R	Rotation	μ(r) rotation curve modification
EFC-H	Halos	Entropy halo profiles
EFC-C0	Cognition	Consciousness-entropy coupling

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Ecosystem

Surface	Purpose	URL
GitHub	Technical implementation	github.com/supertedai/EFC
Figshare	Peer-reviewed DOIs	figshare.com/authors/Morten_Magnusson
Theory Site	Public documentation	energyflow-cosmology.com
Personal	Hypothesis platform	magnusson.as
ORCID	Academic identity	0009-0002-4860-5095

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Citation

@misc{magnusson2025efc,
  author       = {Magnusson, Morten},
  title        = {Energy-Flow Cosmology (EFC)},
  year         = {2025},
  doi          = {10.6084/m9.figshare.30656828},
  url          = {https://github.com/supertedai/EFC},
  note         = {ORCID: 0009-0002-4860-5095}
}

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License

CC BY 4.0 — Morten Magnusson

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"Energy flows along entropy gradients — this is the fundamental dynamic of the Universe."