Scale Glossary

Browse 12 scale terms defined in plain English, from the cultural dictionary of computing.

12 Scale Terms

AI Scale
The level of usage, compute demand, model size, or organizational reach at which an AI system operates. Teams talk about AI scale when discussing whether...
At Scale
A common phrase used to signal that something is being discussed in the context of large volume, high traffic, or organizational complexity, sometimes...
Code Galaxy
A vast and interconnected code universe with many services, modules, teams, and relationships. In engineering slang, code galaxy conveys scale and complexity...
Code Mountain
A daunting volume of code or technical work that has to be climbed through gradually. In engineering slang, code mountain emphasizes the size of the task more...
Fire Hose
A stream of information, events, alerts, or demands so large and fast that it is hard to process effectively. In engineering slang, fire hoses appear in...
LLM Scale
The operational or capability scale at which large language model systems are run, whether measured in traffic, context size, model size, or organizational...
Making It Rain
A joking phrase for generating a lot of output, load, requests, or money very quickly. In engineering slang, it often carries a hint that abundance may not be...
Massive Scale
A phrase used to describe very large volume or complexity, sometimes accurately and sometimes as prestige language. In engineering slang, people often...
Model Scale
The size or operational scale of a model, whether measured in parameter count, context length, throughput, or production traffic. Model scale shapes...
Model Size
The scale of a model, usually discussed in terms of parameter count, memory footprint, or checkpoint size. Model size affects latency, hardware requirements,...
Scale AI
The challenge or practice of operating AI systems at large usage levels, larger model sizes, or across many teams and products. The phrase can also appear...
Series C
A later-stage financing round usually associated with a company that has substantial traction and is funding further scale, market expansion, or acquisitions....

Related Topics