Real-time Processing

Category: Technical Terms

Category: Technical Terms

Definition

Real-time processing means AI systems respond to inputs immediately, with minimal delay.

How It Works

Real-time AI processes data as it arrives rather than in batches. This requires fast hardware, optimized models, and efficient software to meet strict timing requirements.

Systems often use techniques like model quantization and edge computing to reduce response times.

Why It Matters

Many AI applications need instant responses - autonomous vehicles, fraud detection, and live translation can't wait for batch processing.

Real-time capabilities determine whether AI can work in interactive applications.


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