Essential Thinker

The Apprenticeship Paradox

Systems that optimise for immediate efficiency by eliminating developmental pathways face inevitable decline—not from external threats but from internal starvation. When we sever the routes through which expertise emerges, we sacrifice tomorrow's capabilities for today's convenience.