The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Periodically perform automated steps manually as calibration exercises to maintain intervention skill and detect when automation has drifted or is producing incorrect outputs.
Maintain weekly practice of core cognitive tasks without AI assistance to prevent skill atrophy in capabilities the AI handles routinely, treating this as backup generator testing for cognitive infrastructure.