An insurer scores a large file of existing policy records overnight. Results are needed the next morning, and no user waits for an immediate response. Which inference approach is the best conceptual fit?

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  1. Batch inference.
  2. Human labeling of every input record as the only valid form of model inference.
  3. Model pre-training instead of inference.
  4. A continuously running real-time endpoint solely to keep each response below an interactive latency target.

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