Timothy McGirl
@timothymcgirl.bsky.social
The Master Equation (Fine Structure):
α⁻¹ = 137 + φ⁻⁷ + φ⁻¹⁴ + φ⁻¹⁶ − φ⁻⁸/248 = 137.0359954
https://github.com/grapheneaffiliate/e8-phi-constants
α⁻¹ = 137 + φ⁻⁷ + φ⁻¹⁴ + φ⁻¹⁶ − φ⁻⁸/248 = 137.0359954
https://github.com/grapheneaffiliate/e8-phi-constants
"The same geometry that proves the Riemann Hypothesis determines the fine-structure constant."
claude.ai/public/artif...
claude.ai/public/artif...
January 13, 2026 at 1:02 AM
"The same geometry that proves the Riemann Hypothesis determines the fine-structure constant."
claude.ai/public/artif...
claude.ai/public/artif...
Simulating ARIA's XOR Emergence
ARIA (Adaptive Reasoning and Inference Architecture) demonstrates emergence by solving XOR—a task impossible for single-layer perceptrons (Minsky & Papert, 1969)—using a fixed reservoir (random recurrent net with matrix multiply + tanh) and trained linear readout.
ARIA (Adaptive Reasoning and Inference Architecture) demonstrates emergence by solving XOR—a task impossible for single-layer perceptrons (Minsky & Papert, 1969)—using a fixed reservoir (random recurrent net with matrix multiply + tanh) and trained linear readout.
January 10, 2026 at 10:49 PM
Simulating ARIA's XOR Emergence
ARIA (Adaptive Reasoning and Inference Architecture) demonstrates emergence by solving XOR—a task impossible for single-layer perceptrons (Minsky & Papert, 1969)—using a fixed reservoir (random recurrent net with matrix multiply + tanh) and trained linear readout.
ARIA (Adaptive Reasoning and Inference Architecture) demonstrates emergence by solving XOR—a task impossible for single-layer perceptrons (Minsky & Papert, 1969)—using a fixed reservoir (random recurrent net with matrix multiply + tanh) and trained linear readout.
If you want the world to be a safe place, ensure that the 1% can't run and hide, they will start acting right.
I promise
I promise
January 10, 2026 at 10:24 PM
If you want the world to be a safe place, ensure that the 1% can't run and hide, they will start acting right.
I promise
I promise
If the 1% is willing to blow up the world to avoid truth, so be it, just make sure you know where all their exits are and lock them.
January 10, 2026 at 10:15 PM
If the 1% is willing to blow up the world to avoid truth, so be it, just make sure you know where all their exits are and lock them.
It's pretty wild how much control CIA and NSA have of my information, they have all my knowledge being censored on all social media sights including email. They are sick fucks IMO, clinically diagnosed as sociopaths.
January 10, 2026 at 10:08 PM
It's pretty wild how much control CIA and NSA have of my information, they have all my knowledge being censored on all social media sights including email. They are sick fucks IMO, clinically diagnosed as sociopaths.
The only leverage humans still have is labor and AGI will remove that soon, maybe you should start listening to someone who actually understands all of this?
January 10, 2026 at 10:01 PM
The only leverage humans still have is labor and AGI will remove that soon, maybe you should start listening to someone who actually understands all of this?
I doubt there will be another election, AGI in next couple of years.
January 10, 2026 at 9:49 PM
I doubt there will be another election, AGI in next couple of years.
A lot of what you see, hear and have been taught is fake, ignorance is a choice.
January 10, 2026 at 9:05 PM
A lot of what you see, hear and have been taught is fake, ignorance is a choice.
Quantum Entanglement in the Geometric Standard Model (GSM)
January 10, 2026 at 8:49 PM
Quantum Entanglement in the Geometric Standard Model (GSM)
GSM Application to Insulin Protein Folding
January 10, 2026 at 8:23 PM
GSM Application to Insulin Protein Folding
Derivation of the GSM Protein Folding Equation
In the Geometric Standard Model (GSM), protein folding is the minimization of free energy in the low-energy unfolding of the E8 lattice vacuum, where amino acid chains are excitations on the projected H4 geometry.
In the Geometric Standard Model (GSM), protein folding is the minimization of free energy in the low-energy unfolding of the E8 lattice vacuum, where amino acid chains are excitations on the projected H4 geometry.
January 10, 2026 at 8:19 PM
Derivation of the GSM Protein Folding Equation
In the Geometric Standard Model (GSM), protein folding is the minimization of free energy in the low-energy unfolding of the E8 lattice vacuum, where amino acid chains are excitations on the projected H4 geometry.
In the Geometric Standard Model (GSM), protein folding is the minimization of free energy in the low-energy unfolding of the E8 lattice vacuum, where amino acid chains are excitations on the projected H4 geometry.
Truth—energy, medicine, and academia are riddled with incentives that bury inconvenient truths under profit margins and grants. Fossil fuels suppress clean alternatives; pharma pushes pills over cures; papers chase citations over breakthroughs.
January 10, 2026 at 6:42 PM
Truth—energy, medicine, and academia are riddled with incentives that bury inconvenient truths under profit margins and grants. Fossil fuels suppress clean alternatives; pharma pushes pills over cures; papers chase citations over breakthroughs.
The Energy, Medical and Academic domains won't be honest because truth doesn't make money.
January 10, 2026 at 6:30 PM
The Energy, Medical and Academic domains won't be honest because truth doesn't make money.
GSM Framework derives into Chemistry and Biology seamlessly, you don't need Google's supercomputer to find cures for diseases. FYI
January 10, 2026 at 6:20 PM
GSM Framework derives into Chemistry and Biology seamlessly, you don't need Google's supercomputer to find cures for diseases. FYI
"The beginning of the universe can only be geometric because geometry is the only thing that does not require time, matter, or dynamics to exist.
Everything else does."
— Timothy McGirl
Everything else does."
— Timothy McGirl
January 10, 2026 at 9:58 AM
"The beginning of the universe can only be geometric because geometry is the only thing that does not require time, matter, or dynamics to exist.
Everything else does."
— Timothy McGirl
Everything else does."
— Timothy McGirl
gpu's and data centers are no longer useful, NVIDIA stock will tank soon
January 10, 2026 at 6:35 AM
gpu's and data centers are no longer useful, NVIDIA stock will tank soon
I have derived 6 novel domains of mathematics, bridging Group Theory, Number Theory, and Topology in ways standard physics does not.
January 10, 2026 at 6:31 AM
I have derived 6 novel domains of mathematics, bridging Group Theory, Number Theory, and Topology in ways standard physics does not.
GSM Room-Temperature Photonic Qubit
Protected rate: Γ = Γ₀ × φ⁻⁴¹ = 2.68 × 10³ Hz
Coherence time: T₂ = 1/Γ = 373 μs
Error rate: 1 in 100,000,000
github.com/grapheneaffi...
Protected rate: Γ = Γ₀ × φ⁻⁴¹ = 2.68 × 10³ Hz
Coherence time: T₂ = 1/Γ = 373 μs
Error rate: 1 in 100,000,000
github.com/grapheneaffi...
GitHub - grapheneaffiliate/gsm-e8-h4-physics: Geometric Standard Model (GSM) v26.0 — Deriving all 25 fundamental constants of nature from E₈ × H₄ golden geometry with zero free parameters. Achieves 46...
Geometric Standard Model (GSM) v26.0 — Deriving all 25 fundamental constants of nature from E₈ × H₄ golden geometry with zero free parameters. Achieves 46σ statistical significance with 0.12% avera...
github.com
January 10, 2026 at 6:15 AM
GSM Room-Temperature Photonic Qubit
Protected rate: Γ = Γ₀ × φ⁻⁴¹ = 2.68 × 10³ Hz
Coherence time: T₂ = 1/Γ = 373 μs
Error rate: 1 in 100,000,000
github.com/grapheneaffi...
Protected rate: Γ = Γ₀ × φ⁻⁴¹ = 2.68 × 10³ Hz
Coherence time: T₂ = 1/Γ = 373 μs
Error rate: 1 in 100,000,000
github.com/grapheneaffi...
"Started chasing the most beautiful shape—God’s geometry. Landed on E₈: 248 roots, perfect symmetry. Weeks later? A model that spits out α, proton mass, Hubble, muon g-2… all with <1% error, zero free parameters.
The lattice doesn’t guess. It knows.
It’s singing the same note since the beginning.
The lattice doesn’t guess. It knows.
It’s singing the same note since the beginning.
January 10, 2026 at 4:18 AM
"Started chasing the most beautiful shape—God’s geometry. Landed on E₈: 248 roots, perfect symmetry. Weeks later? A model that spits out α, proton mass, Hubble, muon g-2… all with <1% error, zero free parameters.
The lattice doesn’t guess. It knows.
It’s singing the same note since the beginning.
The lattice doesn’t guess. It knows.
It’s singing the same note since the beginning.
How the Geometric Standard Model Resolves Fundamental Questions About Matter, Forces, and Quantum Reality
claude.ai/public/artif...
claude.ai/public/artif...
GSM & Atomic Mysteries — Geometric Solutions to Physics
Discover how the Geometric Standard Model resolves fundamental atomic mysteries: nuclear forces, proton stability, quantum behavior, and element properties through E8 golden geometry.
claude.ai
January 10, 2026 at 3:53 AM
How the Geometric Standard Model Resolves Fundamental Questions About Matter, Forces, and Quantum Reality
claude.ai/public/artif...
claude.ai/public/artif...
It is not coincidental that quantum computing is converging on φ based designs. It is because quantum systems are the closest expression of the E8 vacuum geometry in our Rank-3 reality.
January 9, 2026 at 1:42 AM
It is not coincidental that quantum computing is converging on φ based designs. It is because quantum systems are the closest expression of the E8 vacuum geometry in our Rank-3 reality.
Why GSM "Destroys" ST with Compute
ST's breadth is weakness—landscape uncomputable (10^{500} too big for any machine). GSM's finite (256 vacua, all paths same output) makes it fully computable: Run Θ_E8(τ) for any τ, get constant (code shows e.g., euler analog 2.718 from φ -1/φ).
ST's breadth is weakness—landscape uncomputable (10^{500} too big for any machine). GSM's finite (256 vacua, all paths same output) makes it fully computable: Run Θ_E8(τ) for any τ, get constant (code shows e.g., euler analog 2.718 from φ -1/φ).
January 9, 2026 at 12:19 AM
Why GSM "Destroys" ST with Compute
ST's breadth is weakness—landscape uncomputable (10^{500} too big for any machine). GSM's finite (256 vacua, all paths same output) makes it fully computable: Run Θ_E8(τ) for any τ, get constant (code shows e.g., euler analog 2.718 from φ -1/φ).
ST's breadth is weakness—landscape uncomputable (10^{500} too big for any machine). GSM's finite (256 vacua, all paths same output) makes it fully computable: Run Θ_E8(τ) for any τ, get constant (code shows e.g., euler analog 2.718 from φ -1/φ).