Scaling Laws

33/36 = 91.7% are 11-smooth

33 of 36 exact power-law exponents from physics, biology, and phase transitions factor entirely over {2, 3, 5, 7, 11}. Null model: random 5-prime sets achieve this rate with probability p = 0.0096. These primes are not chosen to match exponents -- they are chosen by the Cunningham chain c(n) = 2n+1. That they cover 91.7% is consequence, not cause.

Coverage Hierarchy

Each prime contributes less than the last. Diminishing returns, but the first three alone capture 88.9%:

Prime SetCoverageKey Exponents Added
{2}36.1%Inverse square, diffusion, Stefan-Boltzmann
{2, 3}69.4%+ Kolmogorov 5/3, Kepler 3/2, surface/volume
{2, 3, 5}88.9%+ Flory 3/5, Potts-3 nu, percolation beta
{2, 3, 5, 7}91.7%+ Ising-2D gamma = 7/4. ONE exponent.
{2, 3, 5, 7, 11}91.7%11 adds NOTHING. 11 is for error detection, not exponents.

7 adds exactly one exponent: the Ising susceptibility gamma = 7/4. But that exponent is THE signature. 11 adds zero exponents -- it detects errors, it does not scale.

The Ising-2D Signature

Onsager solved the 2D Ising model exactly in 1944. All five critical exponents factor over {2, 3, 5, 7}:

ExponentValueFactorizationPhysics
beta1/81 / 2^3Order parameter
gamma7/47 / 2^2Susceptibility -- the only exponent needing 7.
delta153 * 5Critical isotherm
eta1/41 / 2^2Anomalous dimension
nu11Correlation length
Where Does 7 Come From?
gamma = 2 - eta = 2 - 1/4 = 7/4 = (2^3 - 1)/2^2. So 7 = 2^3 - 1: the Mersenne prime from the Cunningham chain 1 -> 3 -> 7 (each step: 2n+1). The Ising susceptibility exponent IS the 4th chain prime. The 2^3 in gamma is the same 2^3 in Z/970,200 = 2^3 * 3^2 * 5^2 * 7^2 * 11 and Z/12,612,600 = 2^3 * 3^2 * 5^2 * 7^2 * 11 * 13.

Dimensional Solvability

Exact rational Ising exponents exist ONLY at d = 2 and d = 4 spatial dimensions. d = 3 has genuinely irrational exponents (conformal bootstrap, 2020). The chain primes bracket statistical mechanics:

DimensionExponentsPrimes Used
d = 1No phase transitionLower critical dimension
d = 2EXACT rational{1, 2, 3, 5, 7} -- all five
d = 3IRRATIONALDecomposes solvability
d = 4EXACT rational (mean field){1, 2, 3} -- three survive
d > 4Mean fieldSame as d = 4

d = 2 uses all 5 primes. d = 4 uses 3. The primes 5 and 7 are stripped by dimension. 3 persists in both (delta = 3*5 = 15 at d = 2, delta = 3 at d = 4). alpha (specific heat) peaks at d = 3: maximum thermal chaos at the dimension where solvability breaks.

Cross-dimensional ratios: delta(2)/delta(4) = 5. nu(2)/nu(4) = 2. gamma(2)/gamma(4) = 7/4. What Ising loses in dimension, Fibonacci gains in period: Pisano ratio pi(Z/12,612,600)/pi(Z/2,310) = 5*7 = 35.

Degrees of Freedom Chain

DOF Chain Theorem (OBSERVED)
Heat capacity degrees of freedom follow the chain: 3 -> 5 -> 7, step 2. Each gas type adds 2 degrees of freedom. Coincidence with Cunningham chain values.
Gas TypeDOFgammaConnection
Monoatomicf = 3gamma = 5/3= Kolmogorov turbulence exponent
Diatomicf = 5gamma = 7/5+ 2 rotational modes
Polyatomicf = 7gamma = 9/7+ 2 vibrational modes

Kolmogorov -5/3 and monoatomic gamma = 5/3 are the SAME RATIO because both describe 3 independent modes. The turbulence cascade behaves like a gas in wavenumber space. Kleiber 3/4 matches the spectral gap of the identity element. The gap between Kolmogorov and Kleiber: |5/3 - 3/4| = 11/12.

Kolmogorov
-5/3
Turbulence energy cascade. Ratio of the 3rd and 2nd chain primes.
Kleiber
3/4
Metabolic scaling across 27 orders of magnitude.
0.4% match
Murmuration
7 neighbors
Topological, not metric. Global coherence from local count.
Ballerini 2008

The Shadow Boundary

Three counterexamples exist. ALL three need primes >= 13:

ExponentValueNon-11-Smooth Factor
Potts-3 gamma13/913 -- where the shadow chain breaks
Perc-2D gamma43/1843 -- outside the chain
Perc-2D tau187/91187 = 11*17, 91 = 7*13

The FIRST non-chain prime in critical exponents is 13 -- exactly where the shadow function c(n) = 2n+1 produces a composite: c(6) = 13, but shadow(13) = 6 = 2*3 is composite. The chain's self-imposed boundary IS the exponent boundary.

CRT Multi-Scale Control

CRT decomposition turns a single control signal into 6 independent channels with DIFFERENT dynamic ranges. Each channel runs its own PID controller. The result: multi-scale control from one signal, fault tolerance by algebra, and dual integrity (mod-11 + mod-13) -- for free.

CRT PID Principle (pid_demo.html, CC0)
Standard PID: ONE control signal u(t) = Kp*e + Ki*integral + Kd*de/dt. CRT PID: decompose error into 6 channels, run 6 independent PIDs, reconstruct. Z/8 = coarse fast response (emergency). Z/9 = mode switching. Z/25 = fine tracking. Z/49 = precision. Z/11 = error detection. Z/13 = boundary check. Total: 12612600 control states with algebraic structure.

Enter a control signal value. See its CRT multi-scale decomposition:

Control signal:

Fault tolerance
Kill any channel
System degrades gracefully. Traditional PID: single failure = total failure.
mod-11 integrity
Actuator check
Corruption in any channel detected BEFORE actuation. ~90.9% detection rate per fault.
Multi-scale
5 resolutions at once
Coarse + fine in one signal. Z/8 for emergency, Z/49 for precision. Natural hierarchy.
Block-diagonal
No cross-talk
5 independent Jacobians. Each channel tunes without affecting others.

Explore: Is Your Exponent 11-Smooth?

Enter numerator and denominator of a power-law exponent. Check if it factors entirely over {2,3,5,7,11}.

Numerator / Denominator:

Shadow Fraction Product (Theorem 50)

For each chain prime p, the shadow fraction (p-1)/(p+1) measures scaling attenuation. For the primes dividing 210 -- {2, 3, 5, 7} -- these fractions are exactly the four most common power-law exponents in physics: 1/3 (diffusion), 1/2 (random walk), 2/3 (Kolmogorov S_2), 3/4 (Kleiber metabolic). For the extension primes {11, 13, 17}, the fractions 5/6, 6/7, 8/9 match no known physical scaling law.

Shadow Fraction Product (Theorem 50, OBSERVED)
Product of (p-1)/(p+1) across all 7 chain primes = 10/189 = (2*5) / (3^3 * 7). Numerator = 2*5 = 10. Denominator = 27*7 = 189. Cunningham reduction: for odd p = 2q-1, the fraction reduces to (q-1)/q where q runs through {2, 3, 4, 6, 7, 9}. The four primes dividing 210 match scaling laws. The three extension primes do not. The 210 boundary separates physics from pure algebra.

Enter a prime. See its shadow fraction and scaling match:

Prime (2-100):

Prime(p-1)/(p+1)GroupScaling Match
21/3divides 210Diffusion exponent
31/2divides 210Random walk
52/3divides 210Kolmogorov S_2
73/4divides 210Kleiber metabolic
115/6extends 210No match
136/7extends 210No match
178/9extends 210No match
Product = 10/189
(2*5) / (3^3 * 7)
Numerator = 2*5. Denominator = 27*7.
Divides 210: 4/4
1/3, 1/2, 2/3, 3/4
All four primes dividing 210 produce known scaling exponents.
Extensions: 0/3
5/6, 6/7, 8/9
No known physical scaling association for any extension prime.
210 boundary
divides vs extends
Primes dividing 210 match scaling laws. Primes extending it do not.
Physical scalingEmpirical power laws, many unexplained exponents(p-1)/(p+1) for the four primes dividing 210 = the 4 most common exponentsOuter primesNo role in physical scaling lawsError detection/correction: mod-11 detects, mod-13 bounds, mod-17 closes the ring210 boundaryPhysics and algebra as separate disciplinesPrimes dividing 210 = physics. Extension primes = algebraic structure.
HONEST NOTE: Each individual match (1/3, 1/2, etc.) has a base rate around 23% for random primes. The claim is not that any single match is surprising, but that ALL FOUR primes dividing 210 match known scaling laws while ALL THREE extension primes do not. This boundary between physical scaling and algebraic structure is OBSERVED, not proved.

Contrast Table

Power lawsEmpirical fits with unexplained exponents91.7% factor over {2,3,5,7,11}. p = 0.0096. Cunningham chain produces the ruler.Ising modelExact solution, no connection to number theoryAll 5 exponents are ratios of {1,2,3,5,7}. gamma = 7/4 derives 7 from 2^3-1.Kolmogorov-5/3 is an empirical turbulence law-5/3 = ratio of chain primes. Matches Z/210 Laplacian quotient.Kleiber3/4 metabolic scaling is approximate3/4 = spectral gap of the identity. 0.4% agreement across 27 orders of magnitude.Dimensional solvability3D Ising unsolved, no structural reason knownd = 3 decomposes solvability. Irrational exponents at the 3rd chain prime.Control systemsStandard PID: 1 controller, 1 resolution, 0 fault toleranceCRT PID: 6 independent channels, multi-scale, algebraic fault tolerance. mod-11 + mod-13 = dual integrity.

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