The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
When forced to make a binary decision after spectrum-based deliberation, document the richer multi-dimensional signal alongside the binary outcome so future analysis can recover what the compression discarded.