Removed duplicates. Dataset 30 percent smaller now.

Client impressed. Follow-up scheduled.

Algorithm flagged normal traffic. Adjusting thresholds.

Response times down to 50ms. Good enough for now.

Training complete on new dataset. Accuracy improved.

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