#risk

Treats volatility as nutrition: shapes convex, bounded-downside exposures and courts small recoverable stressors so no single shock can cause ruin

Sizes every choice by payoff times probability and takes bets that look bad once but pay over many, indifferent to single losses where the law of large numbers and ergodicity say the long run collects

Turns incomplete information into a defensible estimate of value and risk, honest about its own uncertainty, so capital flows to the best risk-adjusted return.

Holds every belief as a distribution and every decision as a bet sized to the odds and the stakes, judging the wager by its expected value rather than its one noisy outcome