What Should We Engineer in Prompts? Training Humans in Requirement-Driven LLM Use.

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Title: What Should We Engineer in Prompts? Training Humans in Requirement-Driven LLM Use.
Authors: Ma, Qianou1, qianouma@cmu.edu, Peng, Weirui2, wp2297@columbia.edu, Yang, Chenyang3, cyang3@cs.cmu.edu, Shen, Hua4, huashen@uw.edu, Koedinger, Ken1, koedinger@cmu.edu, Wu, Tongshuang1, sherryw@cs.cmu.edu
Source: ACM Transactions on Computer-Human Interaction (TOCHI); Aug2025, Vol. 32 Issue 4, p1-27, 27p
Database: Applied Science & Technology Source
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PubType: Academic Journal
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  Data: What Should We Engineer in Prompts? Training Humans in Requirement-Driven LLM Use.
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  Data: <searchLink fieldCode="AU" term="%22Ma%2C+Qianou%22">Ma, Qianou</searchLink><relatesTo>1</relatesTo>, <i>qianouma@cmu.edu</i><br /><searchLink fieldCode="AU" term="%22Peng%2C+Weirui%22">Peng, Weirui</searchLink><relatesTo>2</relatesTo>, <i>wp2297@columbia.edu</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Chenyang%22">Yang, Chenyang</searchLink><relatesTo>3</relatesTo>, <i>cyang3@cs.cmu.edu</i><br /><searchLink fieldCode="AU" term="%22Shen%2C+Hua%22">Shen, Hua</searchLink><relatesTo>4</relatesTo>, <i>huashen@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Koedinger%2C+Ken%22">Koedinger, Ken</searchLink><relatesTo>1</relatesTo>, <i>koedinger@cmu.edu</i><br /><searchLink fieldCode="AU" term="%22Wu%2C+Tongshuang%22">Wu, Tongshuang</searchLink><relatesTo>1</relatesTo>, <i>sherryw@cs.cmu.edu</i>
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        Value: 10.1145/3731756
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        Text: English
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      – TitleFull: What Should We Engineer in Prompts? Training Humans in Requirement-Driven LLM Use.
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              M: 08
              Text: Aug2025
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              Y: 2025
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