creation or optimization of a prompt to be given to an artificial intelligence model

Prompt engineering is the process of structuring or crafting an instruction in order to produce better outputs from a generative artificial intelligence (AI) model. A prompt is natural language text describing the … Wikipedia
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Wikipedia
en.wikipedia.org › wiki › Prompt_engineering
Prompt engineering - Wikipedia
1 day ago - A prompt is natural language text describing the task that an AI should perform. A prompt for a text-to-text language model can be a query, a command, or a longer statement including context, instructions, and conversation history. Prompt engineering may involve phrasing a query, specifying ...
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Harvard University
huit.harvard.edu › news › ai-prompts
Getting started with prompts for text-based Generative AI tools | Harvard University Information Technology
After you enter a prompt, the AI model analyzes your input and generates a response based on the patterns it has learned through its training. More descriptive prompts can improve the quality of the outputs.
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September 16, 2025
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TechTarget
techtarget.com › searchenterpriseai › definition › AI-prompt
What is an AI Prompt? | Definition from TechTarget
An AI prompt is the input submitted to a large language model (LLM) via a generative artificial intelligence (GenAI) platform, like OpenAI's ChatGPT or Microsoft Copilot. The prompt can be defined as a question, command, statement, code sample ...
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MIT Sloan Teaching & Learning Technologies
mitsloanedtech.mit.edu › home › ai resource hub › ai basics › effective prompts for ai: the essentials
Effective Prompts for AI: The Essentials - MIT Sloan Teaching & Learning Technologies
May 30, 2025 - It’s like having a conversation with another person, only in this case the conversation is text-based, and your interlocutor is AI. A prompt can be as simple as a phrase or as complex as multiple sentences and paragraphs.
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Covisian
covisian.com › home › tech posts › understanding the art of prompting in the ai
Understanding the art of prompting in the AI - Covisian
June 28, 2024 - This comprehensive guide aims to ... An AI prompt is a specific instruction or input provided to an artificial intelligence system, guiding it to perform a particular task or generate a desired output....
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GeeksforGeeks
geeksforgeeks.org › artificial intelligence › what-is-an-ai-prompt
What is an AI Prompt? - GeeksforGeeks
July 14, 2025 - The prompt provides the AI with the necessary context or instructions so it can produce output that is relevant to what you are asking or requesting. ... Depending on how the prompt is phrased, the AI can generate a variety of outputs, from ...
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Section
sectionai.com › blog › what-is-prompting
What is Prompting for AI? The Beginner's Guide to AI Prompt Writing
At its core, prompting is giving the chatbot enough context and instructions so that its response aligns with your goals. This usually involves combining some or all of the following elements into your prompt:
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Louis Bouchard
louisbouchard.ai › prompting-explained
Prompting Explained: How to talk to ChatGPT
December 13, 2022 - A prompt engineer will translate your idea into words that the AI can understand: it is a translator between “human language” and “AI language”. You can see prompt engineering as the same as an expert Googler.
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Glean
glean.com › blog › what-is-an-ai-prompt
What is an AI prompt? A Complete Guide in 2025
AI prompts can inspire new ideas by offering unique perspectives or generating content that the user might not have considered. They help break creative blocks and introduce innovative concepts, leading to more diverse and dynamic artistic and ...
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W3Schools
w3schools.com › gen_ai › gen_ai_prompt_intro.php
Generative AI Prompt Writing Introduction
Giving Generative AIs input is known as AI Prompt Writing or AI Prompt Engineering. AI Prompt Writing (or Engineering) is the process of creating input (usually text) instructing the Generative AI to generate the desired response.
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Moveworks
moveworks.com › home › resources › ai glossary › what is prompting
What is Prompting?
Prompting refers to the art of crafting clear instructions and specific details to guide AI tools towards a desired output. Think of writing a prompt like sharpening a focus. When you provide your AI with a clear question, a specific task, or ...
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Forbes
forbes.com › sites › lanceeliot › 2025 › 11 › 01 › prompt-engineering-newest-technique-is-verbalized-sampling-that-stirs-ai-to-be-free-thinking-and-improve-your-responses
Prompt Engineering Newest Technique Is Verbalized Sampling That Stirs AI To Be Free-Thinking And Improve Your Responses
2 days ago - In general, the idea is that you craft your prompt to tell the AI to come up with multiple answers based on the internal probability distribution associated with the pattern-matching within the AI.
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Definition
thisisdefinition.com › home › insights › ai prompting techniques: why prompting matters
AI prompting techniques: Why prompting matters | Definition
August 8, 2025 - Please follow these in terms of structure, style and tone of voice….” · It might seem crazy, but it’s been shown that giving the AI a persona could actually lead to more accurate outputs. This is where you get the chance to be creative, giving it a name, a job title and a bio of sorts (just make sure it’s relevant). Here I combined persona pattern prompting with few shot prompting to give it extra context and examples, while adding cheeky extras like the offer of a cash bonus.
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CoSchedule
coschedule.com › home › marketing terms definitions › ai prompt
What is an AI Prompt? - Ultimate Marketing Dictionary
May 17, 2023 - An AI Prompt is any form of text, question, information, or coding that communicates to AI what response you’re looking for.
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Lyzr
lyzr.ai › lyzr ai › glossaries › understanding prompting techniques in ai models
Understanding Prompting Techniques in AI Models
January 8, 2025 - Prompting is a technique used to guide AI models in generating specific responses based on user input. Effective prompt engineering enhances the accuracy of outputs and involves key strategies to optimize user prompts for better results.
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Medium
randomdrake.medium.com › 10-essential-prompt-types-to-speak-ai-fluently-e7655c99b280
10 Essential Prompt Types for Working with AI | Medium
April 13, 2025 - It’s so disturbing I couldn’t watch it.’ ... System prompts give you control, structure, and reliability — crucial when AI outputs need to be predictable, parseable, or production-ready.
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AWS
aws.amazon.com › what is cloud computing? › cloud computing concepts hub › generative ai
What is Prompt Engineering? - AI Prompt Engineering Explained - AWS
2 weeks ago - A prompt is a natural language text that requests the generative AI to perform a specific task. Generative AI is an artificial intelligence solution that creates new content like stories, conversations, videos, images, and music. It's powered by very large machine learning (ML) models that ...
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Google Cloud
cloud.google.com › discover › what-is-prompt-engineering
Prompt Engineering for AI Guide | Google Cloud
In the context of AI, a prompt is the input you provide to the model to elicit a specific response. This can take various forms, ranging from simple questions or keywords to complex instructions, code snippets, or even creative writing samples.
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Springboard
springboard.com › blog › data science › ai prompts 101: understanding how they’re created & used
AI Prompts 101: Understanding How They’re Created & Used
January 29, 2024 - AI prompts serve as the bridge between human intent and machine understanding, enabling us to communicate our desires and queries to generative AI models. Prompting a large language model to obtain a desired output is an increasingly sought-after ...