AI Systems

Latency, explained

Latency is the time between a request and the system response.
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Part of the Semantic Notion technical glossary.

Short Definition

Latency is the time between a request and the system response.

Intuition

A model can be accurate but still feel unusable if users wait too long for each answer.

Technical Definition

Latency measures end-to-end or component-level response delay, often split into network, retrieval, model inference, tool, and rendering time.

Example

Voice AI systems need low latency so conversations do not feel awkward or interrupted.

Common Misunderstandings

Latency is different from throughput.
Optimizing model speed alone may not fix end-to-end latency.

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