We analyze the link between workers' discretion and incentives
in an organization that lasts for several periods. In a long-lasting
affiliation, it is possible for the principal to learn and update her
beliefs about essential characteristics associated with either the job
or the agent. This learning possibility has an important effect on the
link between workers' discretion and incentives.