TechnologyJuly 9, 2026

optimizer

/ˈɒptɪmaɪzər/

Definition

A software component or algorithm designed to refine the execution of AI models, making them run more efficiently and cost-effectively on hardware.

Etymology

Derived from the Latin 'optimus' meaning 'best,' combined with the suffix '-ize' for making something. It entered English in the mid-19th century to describe the act of making things as effective or functional as possible.

In the news

In the article, optimizers are described as part of the essential software 'glue' provided by Together AI to help companies run open-weight models efficiently. They are crucial for reducing the high costs typically associated with deploying powerful AI.

Frontier AI Model Power But 60X Cheaper? It’s Possible, Says Together AI

Read the full article ↗

HPCwire

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