The Art of Prompt Engineering: Shaping AI Responses for Real-Life Applications

Prompt engineering is a critical skill for effectively interacting with and utilizing the full potential of artificial intelligence (AI), particularly with advanced language models like OpenAI's GPT series. By crafting well-defined and precise inputs, users can maximize the relevance, accuracy, and usefulness of AI-generated outputs. This paper delves into the concept of prompt engineering, discussing its theoretical underpinnings, its evolution, and its diverse applications across industries. Through a detailed literature review, real-world case studies, and ethical considerations, this research explores how prompt engineering has become integral to leveraging AI technologies. Additionally, it discusses future trends in prompt engineering, its challenges, and the potential implications for various sectors such as healthcare, education, and customer support.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-10
DOI
https://doi.org/10.5281/zenodo.15695207
Primary Topic
Prenatal Screening and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
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article

The Art of Prompt Engineering: Shaping AI Responses for Real-Life Applications

Zenodo (CERN European Organization for Nuclear Research)
Prenatal Screening and Diagnostics
article

The Art of Prompt Engineering: Shaping AI Responses for Real-Life Applications

article en

Abstract

Prompt engineering is a critical skill for effectively interacting with and utilizing the full potential of artificial intelligence (AI), particularly with advanced language models like OpenAI's GPT series. By crafting well-defined and precise inputs, users can maximize the relevance, accuracy, and usefulness of AI-generated outputs. This paper delves into the concept of prompt engineering, discussing its theoretical underpinnings, its evolution, and its diverse applications across industries. Through a detailed literature review, real-world case studies, and ethical considerations, this research explores how prompt engineering has become integral to leveraging AI technologies. Additionally, it discusses future trends in prompt engineering, its challenges, and the potential implications for various sectors such as healthcare, education, and customer support.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 42%
Prenatal Screening and Diagnostics
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