loop de loop

R0 Output Recursion
  ├─ Scope  The answer
  └─ Action Generate → Critique → Revise

R1 State Recursion
  ├─ Scope  Memory · Context · Skills
  └─ Action Store lessons → Retrieve them next time

R2 Policy Recursion
  ├─ Scope  Weights · Prompts · Tools · Harness · Source code
  └─ Action Rewrite the agent’s own orchestration

R3 Evaluator Recursion
  ├─ Scope  Tests · Judges · Reward models · Rubrics
  └─ Action Improve what counts as “better”

R4 Representational Recursion
  ├─ Scope  Concepts · Abstractions · Ontologies · Search spaces
  └─ Action Invent a new language in which the problem becomes solvable

R5 Substrate Recursion
  ├─ Scope  Training infrastructure · Chips · Robots · Institutions
  └─ Action Improve the machinery producing future AI