← Entropy Atlas

Reproducible randomness

Procedural generation

A compact seed can recreate a world, texture, level, or musical pattern.

Evaluation card

What “plenty” means here.

Required property
Stable deterministic mapping from seed to result and a generator with acceptable visual variety.
If it fails
Version changes alter existing worlds, visible patterns emerge, or two subsystems accidentally share a stream.
Relevant attacker
Usually no adversary; in competitive games, prediction may become relevant.
The Plenty Line
Namespace independent streams, version the generator, and store the seed and generation settings.
Why more is not automatically better
Unrepeatable entropy defeats the main benefit: sharing and regenerating the same artifact.

Where it appears

Recognize the pattern.

  • 01game worlds
  • 02terrain
  • 03textures
  • 04generative music

The Plentropy rule

Protect the requirement, then stop.

Namespace independent streams, version the generator, and store the seed and generation settings.
Once that claim has comfortable evidence and margin, improve the next limiting factor instead of worshipping a larger entropy number.