Online Learning is a machine learning approach in which AI models continuously update and improve as new data becomes available, rather than being retrained only at scheduled intervals.
Voice AI research uses Online Learning to adapt to changing speech patterns, customer behavior, and language usage. In production, updates are typically controlled to maintain model stability and reliability.