← Entropy Atlas

Uniform or fair

Games, dice & loot tables

Random choices create uncertain play, but “fair” means matching the published distribution.

Evaluation card

What “plenty” means here.

Required property
Correct weighted sampling, clear odds, and—when money or adversaries are involved—tamper resistance.
If it fails
Bias, predictable state, or hidden probability changes produce unfair outcomes.
Relevant attacker
Players predicting future draws, operators manipulating odds, or accidental implementation bias.
The Plenty Line
Match the generator strength to the stakes, test the sampler, and make material odds auditable.
Why more is not automatically better
Cryptographic randomness cannot make a deliberately lopsided or undisclosed reward table fair.

Where it appears

Recognize the pattern.

  • 01dice rolls
  • 02loot drops
  • 03matchmaking selections

The Plentropy rule

Protect the requirement, then stop.

Match the generator strength to the stakes, test the sampler, and make material odds auditable.
Once that claim has comfortable evidence and margin, improve the next limiting factor instead of worshipping a larger entropy number.