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Remembering Experience vs. Retraining Models: Two Distinct Processes in AI

This article examines the fundamental differences between experience accumulation and model training in enterprise AI systems, highlighting how knowledge updates, memory retention, and parameter optimization require distinct system architectures and maintenance approaches.