We study a decision maker who follows the Savage axioms, We show that if he
or she is able to take unobservable actions that influence the probabiliti
es of outcomes, then it can appear to an outsider as if his or her subjecti
ve probabilities are nonadditive. Implications for multiperiod decision are
explored. We extend the model to include a second individual who is also a
ble to take a hidden action. We show that this may induce uncertainty-avers
e preferences over some class of acts, even if the second individual acts t
o help the decision maker with high probability.