Investors care about more than just their wealth today – they care about the whole path their wealth might take over a lifetime. Corporate profits, dividends, and interest rates shift over time in ways that affect future investment opportunities. This chapter looks at models that capture these more complex dynamics: from protecting against changes in the economy, to habits, rare crashes, and uncertainty about long-run growth.