Do AI agents need continuous training and updates?
AI agents need continuous training and periodic updates to stay effective and reliable. Real-world environments are dynamic: user behavior, data patterns, regulatory constraints, and external contexts constantly evolve. Without ongoing retraining on new data, AI agents risk data drift, reduced accuracy, and outdated decision-making.
Dec 19, 2025
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