The irreducible epistemic atoms underlying the curriculum. 4,828 atoms across 8 types and 2 molecules
Unrehearsed information decays exponentially, losing approximately 42% within 20 minutes and ~67% within 24 hours; this decay rate is a fixed property of human memory architecture.
Memory reconstructs rather than faithfully stores prior beliefs, systematically shifting them toward alignment with known outcomes (hindsight bias), making genuine learning from unrecorded predictions impossible and requiring external calibration systems to align subjective confidence with objective accuracy.
Memory encoding depth, determined by the degree of elaborative processing and integration with existing knowledge structures, directly determines long-term retention and retrievability.
Capture spontaneous insights within 5 seconds using whatever tool is immediately accessible, because signal fidelity degrades exponentially with delay and retrieval fluency drops 42% within 20 minutes.
Conduct separate mental inventory sessions in different physical and emotional contexts (office vs. home, morning vs. evening, calm vs. stressed), then compare outputs to reveal context-dependent retrieval gaps, because state-dependent memory causes approximately 50% retrieval variance based on context matching.
When you notice 'I'll remember this' or 'I'll write it up properly later' during an insight, treat that thought itself as an immediate trigger to capture the insight in any available medium, because the delay thought is a predictor of total loss.
When recall of studied material fails, mentally reinstate the original encoding context—room, time of day, task being done, emotional state—before concluding the information wasn't learned or needs re-studying.
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.