Unsupervised learning, for all its wonders, was once bound by the limitations of labeled datasets.Zero-shot learning has emerged as a beacon in the vibrant world of AI.This revolutionary method allows AI to predict or identify new categories without explicit prior examples.Machines can now guess the identity of an unseen object, similar to a seasoned detective deducing a mystery's conclusion.