Practice essential collocations for prompt engineering in IT and software development.
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The applied scientist spent the morning trying to ___ prompts that produced consistent and accurate model responses.
Craft prompts is the standard prompt engineering collocation for carefully composing input text to guide a language model towards the desired output. 'Make along' and 'build around' are informal. 'Form out' is not a standard phrase in this context.
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The team iterated repeatedly to ___ instructions so that the model followed the format requirements without exception.
Refine instructions is the standard prompt engineering collocation for incrementally improving prompt wording to achieve more reliable results. 'Improve along' and 'polish around' are informal. 'Fix out' does not convey the iterative refinement process.
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The engineer decided to ___ context into the prompt so the model could reason about the customer's order history.
Inject context is the standard prompt engineering collocation for inserting relevant background information into a prompt to improve grounding. 'Put along' and 'add around' are informal. 'Feed out' is not a standard phrase in this context.
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To reduce hallucinations, the team learned to ___ constraints that told the model exactly what it was not allowed to do.
Specify constraints is the standard prompt engineering collocation for clearly defining the boundaries and rules a model must respect. 'Say along' and 'give around' are informal. 'Lay out' is close but less precise than specifying explicit constraints.
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The platform team built an evaluation suite to ___ output quality across hundreds of prompt variations.
Measure output quality is the standard prompt engineering and evaluation collocation for quantifying how well a model's responses meet defined criteria. 'Test along' and 'judge around' are informal. 'Rate out' is not a standard phrase.