Workload

A workload is the job a computer takes on and has to process. Think of a restaurant kitchen: it's the kind and volume of orders the kitchen needs to get through that day. Just as orders differ between rush hour and slow hours, an AI system sometimes has to handle simple questions and other times heavier tasks like writing complex code.

Even with the same computing resources, the way work needs to be handled changes depending on the nature of the workload. Some workloads, like real-time back-and-forth conversation with a person, demand instant responses. Others, like large-scale batch calculations, can afford to take some time. That's why companies often pick and assign the fastest or most efficient infrastructure to match the character of a given workload.

In articles, it's used in phrases like "moving the most latency-sensitive workloads first to dedicated Cerebras capacity." Here, workload refers to a specific bundle of tasks among the many jobs the Lovable service handles — meaning it's a granular unit of work within the service, not the service as a whole.