The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
When more than one-third of your active commitments are late, incomplete, or lower quality than promised, stop accepting new commitments until the ratio improves to preserve remaining trust accounts.
When a commitment cannot be met, communicate the fact proactively before the deadline and renegotiate terms explicitly, as silent dropping versus explicit renegotiation distinguishes reliable commitment systems from internal intention failures.
Make verification checkpoints transparent to delegates by communicating what you will check, when you will check it, and what standards apply, because hidden monitoring functions as surveillance while transparent verification functions as professional collaboration.
Extend verification intervals when a delegate produces consistent quality outputs over time, and tighten intervals when errors surface, treating trust as a dynamic variable calibrated by accumulated evidence rather than a fixed initial condition.
Conduct quarterly authority audits for one domain at a time using a structured format that records source, domain, basis of trust, scope of expertise, last verification date, and delegation level.