Skip to content

About

Path Expansion by John Brajer: value actions and search branches partly by the desirable future states they unlock.

Topics

Resources

Stars

1 star

Watchers

0 watching

Forks

Latest commit

 

History

9 Commits

Folders and files

Repository files navigation

Path Expansion

John Brajer — decision and search mechanism

Principle

An action or search branch can have value because of the future possibility space it opens, even when its immediate payoff is modest.

Question

If this action succeeds, what desirable states become reachable that were not reachable before?

Decision use

Immediate utility alone can underprice actions such as:

  • learning a transferable skill
  • meeting a highly connected person
  • building reusable infrastructure
  • obtaining information that resolves several uncertainties
  • creating an asset that supports multiple downstream projects

Search use

A branch can earn additional compute when exploring it is expected to expose a valuable region of possibility space.

Distinction

Path Expansion is not simply novelty.

A novel action that unlocks nothing has low path expansion. A familiar action that opens many valuable future branches can have high path expansion.


Public reference

This standalone repository is part of the Trillsverse Intelligence Injection constellation created by John Brajer.

Public standalone repository first published September 25, 2026.

Related public research

Reference implementation

An executable Python reference is available at examples/reference.py. It demonstrates the mechanism without claiming that one scoring rule or implementation is universally required.

About

Path Expansion by John Brajer: value actions and search branches partly by the desirable future states they unlock.

Topics

Resources

Stars

1 star

Watchers

0 watching

Forks

Releases

Packages

Contributors