CONCEPT
Why Stupidity Scales Faster Than Wisdom
The structural asymmetry that wisdom requires developmental time while stupidity is instantly available — making any cost-reducing technology amplify damage faster than it amplifies capability.
Wisdom, in Cipolla's operational sense, is expensive. The expense is not primarily financial; it is temporal, cognitive, and institutional. The evaluative capacity that distinguishes the intelligent actor from the stupid one is built through years of engagement with a domain's actual material, through the specific accumulation of productive failure that deposits understanding in layers too thin to perceive in any single session but too substantial to replicate through shortcut. Stupidity, by contrast, requires no developmental investment whatsoever. The second law guarantees this: stupidity is independent of education, training, and experience. The stupid actor does not need to prepare. He merely acts.
In The You On AI Field Guide
When a technology reduces the cost of action, it reduces the cost for both wise and stupid. The wise person gains speed; she can produce beneficial outcomes faster. This is the gain Segal documents in You On AI — the twenty-fold productivity multiplier, the engineer who built frontend features, the designer who implemented