AI Automation is a “lever” - relying on expert maintenance else it will eventually fail. Maintenance - e.g. rule base formulation, training (induction, neural) is a specialist activity requiring knowledge not only of the technology but of the domain. Both of which evolve. Moral: long term success depends on sufficient (quality and number of) wizards retained.