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AI compute grid
also compute grid or artificial intelligence compute grid or federated AI compute grid
Definition of AI compute grid
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: an interconnected system that pools AI computing capacity from multiple data centers, clouds, chip types, or organizations and allocates workloads across the shared supply
- The research consortium used an AI compute grid to match a short training run with otherwise idle accelerators.
- A national AI compute grid could give universities access to capacity without requiring each institution to build its own large GPU cluster.
Two meanings, one word
In everyday English
A grid is an interconnected network that shares or distributes a resource, such as electricity.
In AI
An interconnected system that pools AI computing capacity from multiple data centers, clouds, chip types, or organizations and allocates workloads across the shared…
Origin & history
The idea extends grid computing, developed in the 1990s to coordinate distributed computing resources, to the specialized accelerators and scheduling demands of modern AI. Government infrastructure plans in several countries later used AI compute grid for shared national capacity. In 2026, a U.S. consortium launched the National Compute Grid, bringing renewed attention to pooled AI infrastructure across laboratories, clouds, chip architectures, and physical sites.
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Cite this entry
"AI compute grid." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/ai-compute-grid/. Accessed 12 Oct. 2026.