Why does latency matter in AI services?

Latency kills user experience.
Jez Humble

How It Works:

Latency measures the time from request to response; in AI, it?s governed by model size, hardware, network hops, and serialization overhead.

Key Benefits of Low Latency:

  • Better UX: Snappy interactions keep users engaged.
  • Real-time decisions: Critical for gaming or finance.
  • Competitive edge: Faster responses differentiate products.

Real-World Use Cases:

  • Voice assistants: Millisecond-level replies.
  • High-frequency trading: Sub-millisecond inference.

FAQs

What is acceptable latency?
How measure it?