The Theory of Persistence
Théorème

T2 — Spectral conservation

Exact spectral identity $|\lambda_2(T_{30})| = s^2 = 1/4$.

Statement

Let T30T_{30} be the transfer matrix of the mod-30 sieve (the primorial 2352 \cdot 3 \cdot 5). Its second-largest eigenvalue λ2\lambda_2 satisfies the exact algebraic identity:

λ2(T30)=s2=14.\boxed{|\lambda_2(T_{30})| = s^2 = \frac{1}{4}.}

This identity comes from the Chinese Remainder Theorem (CRT) factorisation:

T30T3T5,T_{30} \cong T_3 \otimes T_5,

and the dominant non-trivial eigenvalue λ2(T3)=λ2(T5)=1/2=s|\lambda_2(T_3)| = |\lambda_2(T_5)| = 1/2 = s on the antidiagonal blocks.

Théorème

Plain reading. If we look at how “information” propagates through the mod-30 sieve, we find it decreases by exactly a factor 1/41/4 at each step. Not 1/31/3, not 1/51/5 — exactly 1/4=(1/2)21/4 = (1/2)^2. And that 1/21/2 is the fundamental symmetry ss. This “spectral conservation” says PT has no hidden degree of freedom changing the propagation speed.

Why it matters

T2 is the conservation identity in the spectral sense: it expresses quantitatively how information persists across sieve steps. It is a precursor to the Gap Fundamental Theorem (GFT), which states the same conservation in entropic form: log2m=DKL+H\log_2 m = D_{KL} + H.

T2 also serves as a numerical touchstone: any empirical computation on T30T_{30} must return λ2=0.25|\lambda_2| = 0.25 exactly (not approximate). It is an internal consistency test of PT.

Proof — outline

  1. Factor T30T_{30} via CRT: Z/30Z/2×Z/3×Z/5\mathbb{Z}/30 \cong \mathbb{Z}/2 \times \mathbb{Z}/3 \times \mathbb{Z}/5.
  2. Reduce to the cascade sub-block: after excluding the spin/parity factor p=2p = 2, T30dyn=T3T5T_{30}|_\text{dyn} = T_3 \otimes T_5.
  3. Compute the eigenvalues of T3T_3 and T5T_5 on surviving classes: λ2(T~3)=λ2(T~5)=1/2=s|\lambda_2(\tilde{T}_3)| = |\lambda_2(\tilde{T}_5)| = 1/2 = s.
  4. Multiply: λ2(T~3T~5)=(1/2)(1/2)=1/4\lambda_2(\tilde{T}_3 \otimes \tilde{T}_5) = (1/2) \cdot (1/2) = 1/4.

Detailed proof

Step 1 — CRT factorisation

The Chinese Remainder Theorem gives the ring isomorphism:

Z/30ZZ/2Z×Z/3Z×Z/5Z.\mathbb{Z}/30\mathbb{Z} \cong \mathbb{Z}/2\mathbb{Z} \times \mathbb{Z}/3\mathbb{Z} \times \mathbb{Z}/5\mathbb{Z}.

The sieve transfer matrix respects this factorisation because divisibility conditions for 2, 3, 5 are independent. Hence:

T30=T2T3T5.T_{30} = T_2 \otimes T_3 \otimes T_5.

Step 2 — Excluding the spin/parity factor T2T_2

By U4 (cf. T0), the factor T2T_2 carries the spin/parity infrastructure and does not enter the cascade spectrum. It fixes parity (survivors are odd), restricting the state space without adding a non-trivial transition. The relevant dynamical matrix is therefore:

T30dyn=T3T5.T_{30}|_\text{dyn} = T_3 \otimes T_5.

Step 3 — Spectrum of T~3\tilde{T}_3 (normalised)

By T1 + T3, T3=antidiag(1,1)T_3 = \mathrm{antidiag}(1, 1) on {1,2}(mod3)\{1, 2\} \pmod 3. After normalisation to a stochastic matrix (rows summing to 1), the dominant eigenvalue is λ1=1\lambda_1 = 1 (stationary mode) and the second eigenvalue is:

λ2(T~3)=1/2=s.|\lambda_2(\tilde{T}_3)| = 1/2 = s.

This is the eigenvalue of the antisymmetric mode on {1,2}\{1, 2\}.

Step 4 — Spectrum of T~5\tilde{T}_5

For T5T_5, the sieve eliminates 0(mod5)0 \pmod 5, leaving 4 surviving classes {1,2,3,4}\{1, 2, 3, 4\}. The transfer matrix on these classes is circulant (invariant under cyclic shift), with eigenvalues:

σ(T~5)={1,1/2,1/2,0}.\sigma(\tilde{T}_5) = \{1,\, 1/2,\, 1/2,\, 0\}.

Direct computation by Fourier diagonalisation on Z/4Z\mathbb{Z}/4\mathbb{Z} — see ch. 3 of the monograph, p. 145.

So λ2(T~5)=1/2=s|\lambda_2(\tilde{T}_5)| = 1/2 = s (same as T3T_3).

Step 5 — Tensor product

For two matrices AA and BB, the spectrum of ABA \otimes B is:

σ(AB)={λiμjλiσ(A), μjσ(B)}.\sigma(A \otimes B) = \{\lambda_i \mu_j \mid \lambda_i \in \sigma(A),\ \mu_j \in \sigma(B)\}.

So:

σ(T~3T~5){11,11/2,1/21,1/21/2,}={1,1/2,1/2,1/4,}.\sigma(\tilde{T}_3 \otimes \tilde{T}_5) \supseteq \{1 \cdot 1, 1 \cdot 1/2, 1/2 \cdot 1, 1/2 \cdot 1/2, \ldots\} = \{1, 1/2, 1/2, 1/4, \ldots\}.

The largest is λ1=1\lambda_1 = 1 (stationary). The second is:

λ2(T~30dyn)=1212=14=s2.|\lambda_2(\tilde{T}_{30}|_\text{dyn})| = \frac{1}{2} \cdot \frac{1}{2} = \frac{1}{4} = s^2.

QED.

Consequences

  • Exact conservation. The contraction factor of the dominant non-trivial mode is exactly s2=1/4s^2 = 1/4, not a number close to it.
  • No free parameter. The identity λ2=s2|\lambda_2| = s^2 is purely algebraic: it depends neither on μ\mu, nor on qq, nor on any physical observable.
  • Numerical touchstone. Any simulation of the mod-30 sieve must reproduce λ2=0.25|\lambda_2| = 0.25 to machine precision.

For the complete derivation, see chapter 3 of the monograph.

See also