Axiom & Activation
Core stance + the prerequisite question.
Learning is [bomb]Flux|Striving under resistance while failure is not accepted.[/bomb] within [bomb]Resistance|Anything that slows/opposes progress toward the chosen success state.[/bomb].
Doctrine applies only when the [bomb]Success State|Agent‑accepted objective that bounds the state‑space.[/bomb] is specified.
Definition
[bomb]Success|What “learned” is measured against.[/bomb] vs [bomb]Failure|Accepted non‑attainment ending this episode.[/bomb]
Entry/Exit
Enter at success‑state acceptance; exit at attainment (learned) or acceptance of non‑attainment (not learned).
Ethic
We steward conditions (safety, dignity, access). We do not compel success or guarantee outcomes.
Observability
Flux/agency are externally inferred; [bomb]No Interior Probes|Do not force disclosure; inference has error risk.[/bomb]
Non‑Weaponization
Disengagement = cost/conflict signal; not proof of “not learned”. Keep re‑entry cheap.