Unverified50% confidenceFactExact time
One-shot generation means handing a programming task to a large language model as a single prompt and directly adopting the first version of the output code without running or verifying it again.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
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Related Claims
UnverifiedOne-shot generation refers to an AI model's ability to complete an entire task in a single interaction; modern large models can now directly generate small applications containing multiple files, complete logic, and a runnable interface from a natural language description.76% similarUnverifiedOne-shot generation refers to a user entering a prompt and the model directly outputting a complete runnable program, commonly seen in scenarios such as small games and simple tools.74% similarUnverifiedA one-shot prompt refers to a user sending a single complete instruction to an AI model, with the model completing all tasks at once without multi-turn conversational corrections.73% similarUnverifiedLazy generation strategy: the system first generates the course outline all at once, but the specific body text of each lesson is only generated in real time by calling the AI when the user clicks to open it, in order to save upfront generation cost and avoid making users wait for the entire course to be fully generated.65% similarUnverifiedThe goal of the column description generation task is to automatically populate readable business-meaning descriptions for columns that lack documentation.61% similar
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