How Often Do AI Models Update Their Training Data? Navigating LLM Data Refresh and Citation Lag Time

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Understanding LLM Data Refresh and Why It Matters to Enterprises What Is LLM Data Refresh and How Frequent Is It? As of February 12, 2026, the question of how often large language models (LLMs) update their training data has turned