AI & DataIntermediate
Zero-shot Prompting
PronunciationZEER-oh shot PROMP-ting
Definition
Zero-shot prompting is the technique of asking an LLM to perform a task without providing any prior examples or demonstrations in the prompt. The model relies entirely on its pre-trained knowledge to understand the instruction and generate a response.
Where you hear it
In AI engineering meetings, prompt engineering documentation, or when discussing LLM performance optimization.
Examples
"Try a zero-shot prompting approach first to see if the model can classify the sentiment without examples."
"The zero-shot prompting results were surprisingly accurate for this simple summarization task."
Common mistake
Assuming that zero-shot prompting will work for complex or highly specific tasks where the model needs context or a particular output format, often leading to poor performance that could be solved with few-shot prompting instead.