Mind · Inference

LocalLearningRule#0ab3

Each unit updates from locally available signals, not a global objective

Mechanism

Individual units (neurons, cells, agents) adapt their own state using only information available at their location, such as neighbor activity or local prediction error. Global behavior emerges from many local updates rather than from one top-down loss propagated through the whole system.

Invariants

  • No unit requires access to the global objective to update
  • Global behavior is a consequence of local updates, not specified directly

Failure modes

  • Local rules that never compose into useful global behavior
  • Emergent behavior that cannot be interpreted or steered from outside

Used by

Identity

The name is the hash of the definition. Change a word and it becomes a different pattern.

Sema ID
sema:LocalLearningRule#mh:SHA-256:0ab320636ba6462ceb5c334a434578cd4f75e7af08db6ef6e220adb48926477f
Reference
LocalLearningRule#0ab3
Ring
1
Tier
2