Phronesis at Machine Speed

Phronesis — practical wisdom, Aristotle's master virtue — is the capacity for sound judgment in particular, unrepeatable circumstances where rules do not fully determine right action. It develops through repeated navigation of genuine uncertainty where stakes are real and consequences felt. Shannon Vallor identifies phronesis as the virtue most endangered by AI's temporal structure. Tools producing plausible decisions instantly make the speed of output the implicit standard, while wisdom requires the kind of examination that speed forecloses. The Berkeley study's 'task seepage' — work colonizing every pause — provides behavioral evidence of environments hostile to deliberation. When every gap becomes production opportunity, the temporal substrate on which prudence depends disappears.