The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
When a cross-domain mapping breaks down or fails, investigate the mismatch systematically rather than forcing the analogy—mapping failures reveal domain-specific structural features that successful mappings cannot expose.
Maintain a failure log where every agent misfire is recorded with date, agent name, what happened, and hypothesis about why, then review weekly to extract patterns.
Within 24 hours of an error, write one mechanistic sentence describing what happened stripped of emotion, then identify the single incorrect assumption the error revealed before the memory reconstructs itself.