The Kelly criterion maximizes the expected logarithm of wealth, which is equivalent to maximizing the long-run geometric growth rate - The formula $f^* = (pb - q)/b$ emerges naturally from calculus optimization of the growth function - Logarithmic utility provides ruin avoidance, asymptotic optimali