Infrastructure · Primitives

QuasiCryptographicChange

Hand back the room a prediction frees up as visible efficiency savings: same function, measurably cheaper, nothing hidden

Definition

Mechanism

The simplest form of CryptographicChange. A ProductivePredictionMachine removes states or skips inputs that a prediction makes unnecessary, and the saving is passed on to whoever budgets the process. Function is unchanged, cost goes down, and the change is detectable as greater efficiency, so the processing remains transparent: there is no room in the budget for anything but the original function. This is ordinary streamlining of an organisational process. Because predictions can fail, the risk is managed by occasionally attending to the inputs predicted to be skippable, at a frequency between full and partial exploitation of the prediction.

Invariants

  1. Function is unchanged while the prediction holds
  2. The saving is visible to the budget holder
  3. No additional process occupies the freed room

Risks

Failure modes

  1. Streamlining so completely that a failed prediction goes unnoticed

  2. Assuming the skipped waypoints have no positive value

  3. Over-specialising tasks so that the variety needed for later additional functions is gone

Relationships

Builds on

References

CryptographicChange

Using the room a prediction frees up in a process, either to return visible savings or to run extra functions that the process's outputs do not reveal

ProductivePredictionMachine

A machine simplified by a prediction about its inputs, so that it does the same work with less, for as long as the prediction holds

Nothing in this library builds on this pattern yet.

Reference

Identity

Ref
QuasiCryptographicChange#172c
Sema ID
sema:QuasiCryptographicChange#mh:SHA-256:172cd88468f3028aa80942220b9084e3cc23cc9a28f41f223fc030c2b26ed61b
Ring
2
Tier
2
Updated
2026-11-11