The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
When validating redundancy in human systems, test backup paths during normal operations rather than waiting for primary failure, as untested redundancy often fails precisely when needed due to skill atrophy or outdated procedures.
Test degraded operating modes during periods of abundant resources to verify they preserve core function, because modes that fail under calm conditions will certainly fail under stress.
When establishing a new energy boundary, expect testing from affected parties and maintain identical enforcement responses every time, because boundaries enforced nine times out of ten become negotiable preferences rather than structural limits.