Research indicates shifting user expectations cause digital assistants to seem less capable over time

An analysis of over one million direct comparisons found that negative ratings for conversational software increased steadily over time, even when testing fixed models that received no updates. Researchers concluded that rapid progress in surrounding tools raises personal expectations, causing unchanged systems to feel less effective.