The Theory of Persistence
Mathematical atlas

PT mathematics / persistence

derivation

Mechanics of survivors

How a continuous mechanics of constraints makes remarkable persistence points appear.

Plain

The idea

PT does not start from isolated points. It starts from a field of possibilities, then asks what remains recognizable when constraints act.

A survivor is a point that still carries a distinction after filtering. This is the intuitive meaning of persistence: a form becomes mathematically meaningful when it resists dissipation.

survivors modulo 30

1 7 11 13 17 19 23 29 survivor removed
Standard

Standard reading

In the sieve, survivors are residues that fall into no eliminated channel. In a probability law, survivors are regions where the distribution remains distinguishable from uniformity.

The general mechanics is therefore: continuous space of possibilities, constraint, entropic loss, then persistence points. Primes, gaps, cyclic phases, and active channels are special cases of the same reading.

Takeaways

  • The discrete layer is read as a remarkable point of the continuum.
  • A survivor is not an exception: it is a stable trace.
  • This page is the general mathematical entry point.
Technical

Technical formulation

Technically, PT reads a survivor as a point where the GFT budget is not entirely dissipated into $H(P)$, but keeps a $D_{KL}(P\|U_m)$ component.

The discrete layer is not introduced as the first ontology: it is the place where the continuum has stationary points, thresholds, or invariant residues under admissible constraints.

Monograph: ch01_sieve, ch04_gft, ch24_scope.

Formulas

$H_{\max}(m)=D_{KL}(P\|U_m)+H(P)$
$\text{survivor}=\text{point where }D_{KL}\text{ remains nonzero under constraint}$
public code

Code and scripts

The links below point to public resources or planned GitHub repositories. No local working path is exposed to the reader.

Survivors modulo 30

Computes the surviving residues modulo 2·3·5 and their circular gaps.

Expected: survivors = [1, 7, 11, 13, 17, 19, 23, 29]

View script idle