Bonus and compensation structure design. Charlie Munger's principle: keep it ruthlessly simple. Complexity doesn't prevent manipulation — it enables it. Katie Burke plays out failure modes with the board for every bonus structure: top line, bottom line, what does gaming look like, which trade-offs are acceptable. Less obvious insight: managers inflate promotion calibrations not out of selfishness but out of loyalty to their teams.