Concept · Numerical Business Rules
10,000 Hour Rule
Origin: Anders Ericsson, popularized by Malcolm Gladwell
Biological Parallel
Young crows require roughly 10,000 practice attempts before achieving adult proficiency at extracting nuts—each attempt strengthens synaptic connections through long-term potentiation until the behavior becomes automatic. Neural pathway formation isn't instantaneous; myelin sheathing that enables expert performance accumulates gradually through repeated activation, with 10,000 iterations representing the threshold where conscious effort transitions to unconscious competence. This isn't motivational advice; it's the neurobiology of skill consolidation across species.