Symmetrical Data Systems

# software# programming# architecture# datascience
Symmetrical Data SystemsSui Gn

Symmetry as an architectural law. A symmetrical data system is not built from mirrored halves, like...

Symmetry as an architectural law.

A symmetrical data system is not built from mirrored halves,
like folding a square.

Symmetry isn’t reflection.

Symmetry is invariance.

Data structures that remain valid under transformation:

  • roles may differ
  • shapes may rotate
  • mappings may shift
  • but the grammar stays consistent

The architecture holds because its operators compose anywhere,
and its forms survive relocation.

Not necessarily equal.

Not necessarily duplicated.

Just structurally coherent.

Symmetry is not a mirror.

It’s a system that stays true under change.

A diagram that is also a talisman.

Inherent Logic II.

I integrate it, because I knew it would enter into criteria, but that no criterion should ever alter the data.

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Inherent Logic 2